Merge branch 'webdataset' of https://github.com/Jackwaterveg/DeepSpeech into webdataset

.readthedocs.yml

@@ -21,5 +21,6 @@ python:
   version: 3.7
   install:
     - requirements: docs/requirements.txt
-
-
+    - method: setuptools
+      path: .
+  system_packages: true
\ No newline at end of file

README_cn.md

@@ -691,7 +691,7 @@ PaddleSpeech 的 **语音合成** 主要包含三个模块：文本前端、声
 - 非常感谢 [phecda-xu](https://github.com/phecda-xu)/[PaddleDubbing](https://github.com/phecda-xu/PaddleDubbing) 基于 PaddleSpeech 的 TTS 模型搭建带 GUI 操作界面的配音工具。
 - 非常感谢 [jerryuhoo](https://github.com/jerryuhoo)/[VTuberTalk](https://github.com/jerryuhoo/VTuberTalk) 基于 PaddleSpeech 的 TTS GUI 界面和基于 ASR 制作数据集的相关代码。
 
-- 非常感谢 [vpegasus](https://github.com/vpegasus)/[xuesebot](https://github.com/vpegasus/xuesebot) 基于 PaddleSpeech 的 ASR与TTS 设计的可听、说对话机器人
+- 非常感谢 [vpegasus](https://github.com/vpegasus)/[xuesebot](https://github.com/vpegasus/xuesebot) 基于 PaddleSpeech 的 ASR 与 TTS 设计的可听、说对话机器人。
 
 
 此外，PaddleSpeech 依赖于许多开源存储库。有关更多信息，请参阅 [references](./docs/source/reference.md)。

demos/audio_searching/requirements.txt

@@ -2,7 +2,7 @@ diskcache==5.2.1
 dtaidistance==2.3.1
 fastapi
 librosa==0.8.0
-numpy==1.21.0
+numpy==1.22.0
 pydantic
 pymilvus==2.0.1
 pymysql

demos/keyword_spotting/README.md

+([简体中文](./README_cn.md)|English)
+# KWS (Keyword Spotting)
+
+## Introduction
+KWS(Keyword Spotting) is a technique to recognize keyword from a giving speech audio.
+
+This demo is an implementation to recognize keyword from a specific audio file. It can be done by a single command or a few lines in python using `PaddleSpeech`. 
+
+## Usage
+### 1. Installation
+see [installation](https://github.com/PaddlePaddle/PaddleSpeech/blob/develop/docs/source/install.md).
+
+You can choose one way from easy, meduim and hard to install paddlespeech.
+
+### 2. Prepare Input File
+The input of this demo should be a WAV file(`.wav`), and the sample rate must be the same as the model.
+
+Here are sample files for this demo that can be downloaded:
+```bash
+wget -c https://paddlespeech.bj.bcebos.com/kws/hey_snips.wav https://paddlespeech.bj.bcebos.com/kws/non-keyword.wav
+```
+
+### 3. Usage
+- Command Line(Recommended)
+  ```bash
+  paddlespeech kws --input ./hey_snips.wav
+  paddlespeech kws --input ./non-keyword.wav
+  ```
+  
+  Usage:
+  ```bash
+  paddlespeech kws --help
+  ```
+  Arguments:
+  - `input`(required): Audio file to recognize.
+  - `threshold`：Score threshold for kws. Default: `0.8`.
+  - `model`: Model type of kws task. Default: `mdtc_heysnips`.
+  - `config`: Config of kws task. Use pretrained model when it is None. Default: `None`.
+  - `ckpt_path`: Model checkpoint. Use pretrained model when it is None. Default: `None`.
+  - `device`: Choose device to execute model inference. Default: default device of paddlepaddle in current environment.
+  - `verbose`: Show the log information.
+
+  Output:
+  ```bash
+  # Input file: ./hey_snips.wav
+  Score: 1.000, Threshold: 0.8, Is keyword: True
+  # Input file: ./non-keyword.wav
+  Score: 0.000, Threshold: 0.8, Is keyword: False
+  ```
+
+- Python API
+  ```python
+  import paddle
+  from paddlespeech.cli.kws import KWSExecutor
+
+  kws_executor = KWSExecutor()
+  result = kws_executor(
+      audio_file='./hey_snips.wav',
+      threshold=0.8,
+      model='mdtc_heysnips',
+      config=None,
+      ckpt_path=None,
+      device=paddle.get_device())
+  print('KWS Result: \n{}'.format(result))
+  ```
+
+  Output:
+  ```bash
+  KWS Result:
+  Score: 1.000, Threshold: 0.8, Is keyword: True
+  ```
+
+### 4.Pretrained Models
+
+Here is a list of pretrained models released by PaddleSpeech that can be used by command and python API:
+
+| Model | Language | Sample Rate
+| :--- | :---: | :---: |
+| mdtc_heysnips | en | 16k

demos/keyword_spotting/README_cn.md

+(简体中文|[English](./README.md))
+
+# 关键词识别
+## 介绍
+关键词识别是一项用于识别一段语音内是否包含特定的关键词。
+
+这个 demo 是一个从给定音频文件识别特定关键词的实现，它可以通过使用 `PaddleSpeech` 的单个命令或 python 中的几行代码来实现。
+## 使用方法
+### 1. 安装
+请看[安装文档](https://github.com/PaddlePaddle/PaddleSpeech/blob/develop/docs/source/install_cn.md)。
+
+你可以从 easy，medium，hard 三中方式中选择一种方式安装。
+
+### 2. 准备输入
+这个 demo 的输入应该是一个 WAV 文件（`.wav`），并且采样率必须与模型的采样率相同。
+
+可以下载此 demo 的示例音频：
+```bash
+wget -c https://paddlespeech.bj.bcebos.com/kws/hey_snips.wav https://paddlespeech.bj.bcebos.com/kws/non-keyword.wav
+```
+### 3. 使用方法
+- 命令行 (推荐使用)
+  ```bash
+  paddlespeech kws --input ./hey_snips.wav
+  paddlespeech kws --input ./non-keyword.wav
+  ```
+  
+  使用方法：
+  ```bash
+  paddlespeech kws --help
+  ```
+  参数：
+  - `input`(必须输入)：用于识别关键词的音频文件。
+  - `threshold`：用于判别是包含关键词的得分阈值，默认值：`0.8`。
+  - `model`：KWS 任务的模型，默认值：`mdtc_heysnips`。
+  - `config`：KWS 任务的参数文件，若不设置则使用预训练模型中的默认配置，默认值：`None`。
+  - `ckpt_path`：模型参数文件，若不设置则下载预训练模型使用，默认值：`None`。
+  - `device`：执行预测的设备，默认值：当前系统下 paddlepaddle 的默认 device。
+  - `verbose`: 如果使用，显示 logger 信息。
+
+  输出：
+  ```bash
+  # 输入为 ./hey_snips.wav
+  Score: 1.000, Threshold: 0.8, Is keyword: True
+  # 输入为 ./non-keyword.wav
+  Score: 0.000, Threshold: 0.8, Is keyword: False
+  ```
+
+- Python API
+  ```python
+  import paddle
+  from paddlespeech.cli.kws import KWSExecutor
+
+  kws_executor = KWSExecutor()
+  result = kws_executor(
+      audio_file='./hey_snips.wav',
+      threshold=0.8,
+      model='mdtc_heysnips',
+      config=None,
+      ckpt_path=None,
+      device=paddle.get_device())
+  print('KWS Result: \n{}'.format(result))
+  ```
+
+  输出：
+  ```bash
+  KWS Result:
+  Score: 1.000, Threshold: 0.8, Is keyword: True
+  ```
+
+### 4.预训练模型
+以下是 PaddleSpeech 提供的可以被命令行和 python API 使用的预训练模型列表：
+
+| 模型 | 语言 | 采样率
+| :--- | :---: | :---: |
+| mdtc_heysnips | en | 16k

demos/keyword_spotting/run.sh

+#!/bin/bash
+
+wget -c https://paddlespeech.bj.bcebos.com/kws/hey_snips.wav https://paddlespeech.bj.bcebos.com/kws/non-keyword.wav
+
+# kws
+paddlespeech kws --input ./hey_snips.wav
+paddlespeech kws --input non-keyword.wav

demos/speech_web/README_cn.md

@@ -24,6 +24,12 @@ PaddleSpeechDemo是一个以PaddleSpeech的语音交互功能为主体开发的D
 # 安装环境
 cd speech_server
 pip install -r requirements.txt
+
+# 下载 ie 模型，针对地点进行微调，效果更好，不下载的话会使用其它版本，效果没有这个好
+cd source
+mkdir model
+cd model
+wget https://bj.bcebos.com/paddlenlp/applications/speech-cmd-analysis/finetune/model_state.pdparams
 ```
 
 
@@ -61,59 +67,6 @@ yarn dev --port 8011
 ```
 
 默认配置下，前端中配置的后台地址信息是localhost，确保后端服务器和打开页面的游览器在同一台机器上，不在一台机器的配置方式见下方的FAQ：【后端如果部署在其它机器或者别的端口如何修改】
-
-## Docker启动
-
-### 后端docker
-后端docker使用[paddlepaddle官方docker](https://www.paddlepaddle.org.cn),这里演示CPU版本
-```
-# 拉取PaddleSpeech项目
-cd PaddleSpeechServer
-git clone https://github.com/PaddlePaddle/PaddleSpeech.git
-
-# 拉取镜像
-docker pull registry.baidubce.com/paddlepaddle/paddle:2.3.0
-
-# 启动容器
-docker run --name paddle -it -p 8010:8010 -v $PWD:/paddle registry.baidubce.com/paddlepaddle/paddle:2.3.0 /bin/bash
-
-# 进入容器
-cd /paddle
-
-# 安装依赖
-pip install -r requirements
-
-# 启动服务
-python main --port 8010
-
-```
-
-### 前端docker
-
-前端docker直接使用[node官方的docker](https://hub.docker.com/_/node)即可
-
-```shell
-docker pull node
-```
-
-镜像中安装依赖
-
-```shell
-cd PaddleSpeechWebClient
-# 映射外部8011端口
-docker run -it -p 8011:8011 -v $PWD:/paddle node:latest bin/bash
-# 进入容器中
-cd /paddle
-# 安装依赖
-yarn install
-# 启动前端
-yarn dev --port 8011
-```
-
-
-
-
-
 ## FAQ 
 
 #### Q: 如何安装node.js
@@ -126,7 +79,7 @@ A：后端的配置地址有分散在两个文件中
 
 修改第一个文件`PaddleSpeechWebClient/vite.config.js`
 
-```json
+```
 server: {
     host: "0.0.0.0",
     proxy: {
@@ -141,7 +94,7 @@ server: {
 
 修改第二个文件`PaddleSpeechWebClient/src/api/API.js`（Websocket代理配置失败，所以需要在这个文件中修改）
 
-```javascript
+```
 // websocket （这里改成后端所在的接口）
 CHAT_SOCKET_RECORD: 'ws://localhost:8010/ws/asr/offlineStream', // ChatBot websocket 接口
 ASR_SOCKET_RECORD: 'ws://localhost:8010/ws/asr/onlineStream',  // Stream ASR 接口

demos/speech_web/speech_server/main.py

@@ -30,7 +30,7 @@ from src.robot import Robot
 from src.WebsocketManeger import ConnectionManager
 from src.SpeechBase.vpr import VPR
 
-from paddlespeech.server.engine.asr.online.asr_engine import PaddleASRConnectionHanddler
+from paddlespeech.server.engine.asr.online.python.asr_engine import PaddleASRConnectionHanddler
 from paddlespeech.server.utils.audio_process import float2pcm
 
 

demos/speech_web/speech_server/src/AudioManeger.py

@@ -147,27 +147,4 @@ class AudioMannger:
         self.is_pause = False
     
     
-if __name__ == '__main__':
-    from robot import Robot
-
-    chatbot = Robot()
-    chatbot.init()
-    audio_manger = AudioMannger(chatbot)
-    
-    file_list = [
-        "source/20220418145230qbenc.pcm",
-    ]
-    
-    for file in file_list:
-        with open(file, "rb") as f:
-            pcm_bin = f.read()
-            print(len(pcm_bin))
-        asr_ = audio_manger.stream_asr(pcm_bin=pcm_bin)
-        print(asr_)
-    
-    print(audio_manger.end())
-    
-    print(chatbot.speech2text("source/20220418145230zrxia.wav"))
-    
-    
     
\ No newline at end of file

demos/speech_web/speech_server/src/SpeechBase/asr.py

@@ -4,8 +4,8 @@ import paddle
 import librosa
 import soundfile
 
-from paddlespeech.server.engine.asr.online.asr_engine import ASREngine
-from paddlespeech.server.engine.asr.online.asr_engine import PaddleASRConnectionHanddler
+from paddlespeech.server.engine.asr.online.python.asr_engine import ASREngine
+from paddlespeech.server.engine.asr.online.python.asr_engine import PaddleASRConnectionHanddler
 from paddlespeech.server.utils.config import get_config
 
 def readWave(samples):
@@ -60,28 +60,3 @@ class ASR:
             return asr_results
 
         
\ No newline at end of file
-if __name__ == '__main__':
-    config_path = r"../../PaddleSpeech/paddlespeech/server/conf/ws_conformer_application.yaml"
-    
-    wav_path = r"../../source/demo/demo_16k.wav"
-    samples, sample_rate = soundfile.read(wav_path, dtype='int16')
-    
-    asr = ASR(config_path=config_path)
-    end_result = asr.offlineASR(samples=samples, sample_rate=sample_rate)
-    print("端到端识别结果：", end_result)
-    
-    for sub_wav in readWave(samples=samples):
-        # print(sub_wav)
-        message = sub_wav.tobytes()
-        offline_result = asr.onlineASR(message, is_finished=False)
-        print("流式识别结果: ", offline_result)
-    offline_result = asr.onlineASR(is_finished=True)
-    print("流式识别结果: ", offline_result)
-
-
-    
-    
-    
-    
-
-        
\ No newline at end of file

demos/speech_web/speech_server/src/SpeechBase/nlp.py

@@ -20,9 +20,4 @@ class NLP:
         result = self.ie_model(text)
         return result
 
-if __name__ == '__main__':
-    ie_model_path = "../../source/model/"
-    nlp = NLP(ie_model_path=ie_model_path)
-    text = "今天早上我从大牛坊去百度科技园花了七百块钱"
-    print(nlp.ie(text))
     
\ No newline at end of file

demos/speech_web/speech_server/src/SpeechBase/sql_helper.py

@@ -114,39 +114,3 @@ class DataBase(object):
         vc = np.frombuffer(b, dtype=dtype)
         return vc
     
\ No newline at end of file
-if __name__ == '__main__':
-    db_path = "../../source/db/vpr.sqlite"
-    db = DataBase(db_path)
-    
-    # 准备数据
-    import numpy as np
-    vector = np.random.randn((192)).astype(np.float32).tobytes()
-    vector_base64 = base64.b64encode(vector).decode('utf8')
-    username = "sss"
-    wav_path = r"../../source/demo/demo_16k.wav"
-    
-    # 插入数据
-    db.insert_one(username, vector_base64, wav_path)
-    
-    # 查询数据
-    res_all = db.select_all()
-    print("res_all: ", res_all)
-    
-    s_id = res_all[0]['id']
-    res_id = db.select_by_id(s_id)
-    print("res_id: ", res_id)
-    
-    res_uername = db.select_by_username(username)
-    print("res_username: ", res_uername)
-    
-    # base64还原
-    b = base64.b64decode(res_uername[0]['vector'])
-    vc = np.frombuffer(b, dtype=np.float32)
-    print(vc)
-    
-    # 删除数据
-    db.drop_by_username(username)
-    res_all = db.select_all()
-    print("删除后 res_all: ", res_all)
-    db.drop_all()
-    
\ No newline at end of file

demos/speech_web/speech_server/src/SpeechBase/tts.py

@@ -7,7 +7,8 @@
 # 4. 流式推理
 
 import base64
-
+import math
+import logging
 import numpy as np
 from paddlespeech.server.utils.onnx_infer import get_sess
 from paddlespeech.t2s.frontend.zh_frontend import Frontend
@@ -17,14 +18,14 @@ from paddlespeech.server.utils.config import get_config
 
 from paddlespeech.server.engine.tts.online.onnx.tts_engine import TTSEngine
 
-
 class TTS:
     def __init__(self, config_path):
         self.config = get_config(config_path)['tts_online-onnx']
         self.config['voc_block'] = 36
         self.engine = TTSEngine()
         self.engine.init(self.config)
-        self.engine.warm_up()
+        self.executor = self.engine.executor
+        #self.engine.warm_up()
         
         # 前端初始化
         self.frontend = Frontend(
@@ -81,8 +82,105 @@ class TTS:
         return wavs
     
     def streamTTS(self, text):
-        for sub_wav_base64 in self.engine.run(sentence=text):
-            yield sub_wav_base64
+
+        get_tone_ids = False
+        merge_sentences = False
+
+        # front 
+        input_ids = self.frontend.get_input_ids(
+                text,
+                merge_sentences=merge_sentences,
+                get_tone_ids=get_tone_ids)
+        phone_ids = input_ids["phone_ids"]
+
+        for i in range(len(phone_ids)):
+            part_phone_ids = phone_ids[i].numpy()
+            voc_chunk_id = 0
+
+            # fastspeech2_csmsc
+            if self.config.am == "fastspeech2_csmsc_onnx":
+                # am 
+                mel = self.executor.am_sess.run(
+                    output_names=None, input_feed={'text': part_phone_ids})
+                mel = mel[0]
+
+                # voc streaming
+                mel_chunks = get_chunks(mel, self.config.voc_block, self.config.voc_pad, "voc")
+                voc_chunk_num = len(mel_chunks)
+                for i, mel_chunk in enumerate(mel_chunks):
+                    sub_wav = self.executor.voc_sess.run(
+                        output_names=None, input_feed={'logmel': mel_chunk})
+                    sub_wav = self.depadding(sub_wav[0], voc_chunk_num, i,
+                                             self.config.voc_block, self.config.voc_pad,
+                                             self.config.voc_upsample)
+
+                    yield self.after_process(sub_wav)
+
+            # fastspeech2_cnndecoder_csmsc 
+            elif self.config.am == "fastspeech2_cnndecoder_csmsc_onnx":
+                # am 
+                orig_hs = self.executor.am_encoder_infer_sess.run(
+                    None, input_feed={'text': part_phone_ids})
+                orig_hs = orig_hs[0]
+
+                # streaming voc chunk info
+                mel_len = orig_hs.shape[1]
+                voc_chunk_num = math.ceil(mel_len / self.config.voc_block)
+                start = 0
+                end = min(self.config.voc_block + self.config.voc_pad, mel_len)
+
+                # streaming am
+                hss = get_chunks(orig_hs, self.config.am_block, self.config.am_pad, "am")
+                am_chunk_num = len(hss)
+                for i, hs in enumerate(hss):
+                    am_decoder_output = self.executor.am_decoder_sess.run(
+                        None, input_feed={'xs': hs})
+                    am_postnet_output = self.executor.am_postnet_sess.run(
+                        None,
+                        input_feed={
+                            'xs': np.transpose(am_decoder_output[0], (0, 2, 1))
+                        })
+                    am_output_data = am_decoder_output + np.transpose(
+                        am_postnet_output[0], (0, 2, 1))
+                    normalized_mel = am_output_data[0][0]
+
+                    sub_mel = denorm(normalized_mel, self.executor.am_mu,
+                                     self.executor.am_std)
+                    sub_mel = self.depadding(sub_mel, am_chunk_num, i,
+                                             self.config.am_block, self.config.am_pad, 1)
+
+                    if i == 0:
+                        mel_streaming = sub_mel
+                    else:
+                        mel_streaming = np.concatenate(
+                            (mel_streaming, sub_mel), axis=0)
+
+                    # streaming voc
+                    # 当流式AM推理的mel帧数大于流式voc推理的chunk size，开始进行流式voc 推理
+                    while (mel_streaming.shape[0] >= end and
+                           voc_chunk_id < voc_chunk_num):
+                        voc_chunk = mel_streaming[start:end, :]
+
+                        sub_wav = self.executor.voc_sess.run(
+                            output_names=None, input_feed={'logmel': voc_chunk})
+                        sub_wav = self.depadding(
+                            sub_wav[0], voc_chunk_num, voc_chunk_id,
+                            self.config.voc_block, self.config.voc_pad, self.config.voc_upsample)
+
+                        yield self.after_process(sub_wav)
+
+                        voc_chunk_id += 1
+                        start = max(
+                            0, voc_chunk_id * self.config.voc_block - self.config.voc_pad)
+                        end = min(
+                            (voc_chunk_id + 1) * self.config.voc_block + self.config.voc_pad,
+                            mel_len)
+
+            else:
+                logging.error(
+                    "Only support fastspeech2_csmsc or fastspeech2_cnndecoder_csmsc on streaming tts."
+                ) 
+
     
     def streamTTSBytes(self, text):
         for wav in self.engine.executor.infer(
@@ -106,16 +204,6 @@ class TTS:
         # 用 TVM 优化
         pass
 
-if __name__ == '__main__':
-    text = "啊哈哈哈哈哈哈啊哈哈哈哈哈哈啊哈哈哈哈哈哈啊哈哈哈哈哈哈啊哈哈哈哈哈哈"
-    config_path="../../PaddleSpeech/demos/streaming_tts_server/conf/tts_online_application.yaml"
-    tts = TTS(config_path)
-    
-    for sub_wav in tts.streamTTS(text):
-        print("sub_wav_base64: ", len(sub_wav))
-    
-    end_wav = tts.offlineTTS(text)
-    print(end_wav)
     
     
         
\ No newline at end of file

demos/speech_web/speech_server/src/SpeechBase/vpr.py

@@ -116,37 +116,3 @@ class VPR:
         # 清空 faiss
         self.index_ip.reset()
         
-    
-
-if __name__ == '__main__':
-    
-    db_path = "../../source/db/vpr.sqlite"
-    dim = 192
-    top_k = 5
-    vpr = VPR(db_path, dim, top_k)
-    
-    # 准备测试数据
-    username = "sss"
-    wav_path = r"../../source/demo/demo_16k.wav"
-    
-    # 注册声纹
-    vpr.vpr_enroll(username, wav_path)
-    
-    # 获取数据
-    print(vpr.vpr_list())
-    
-    # 识别声纹
-    recolist = vpr.vpr_recog(wav_path)
-    print(recolist)
-    
-    # 通过 id 获取数据
-    idx = recolist[0][1]
-    print(vpr.vpr_data(idx))
-
-    # 删除声纹
-    vpr.vpr_del(username)
-    vpr.vpr_droptable()
-    
-    
-    
-    
\ No newline at end of file

demos/speech_web/speech_server/src/SpeechBase/vpr_encode.py

-from paddlespeech.cli import VectorExecutor
+from paddlespeech.cli.vector import VectorExecutor
 import numpy as np
 import logging
 
@@ -17,10 +17,4 @@ def get_audio_embedding(path):
         logging.error(f"Error with embedding:{e}")
         return None
 
-if __name__ == '__main__':
-    audio_path = r"../../source/demo/demo_16k.wav"
-    emb = get_audio_embedding(audio_path)
-    print(emb.shape)
-    print(emb.dtype)
-    print(type(emb))
     
\ No newline at end of file

demos/speech_web/speech_server/src/robot.py

@@ -35,7 +35,7 @@ class Robot:
             
         # asr model初始化
         self.asr_model(asr_init_path, model=self.asr_name,lang='zh',
-                 sample_rate=16000)
+                 sample_rate=16000, force_yes=True)
         
     
     def speech2text(self, audio_file):
@@ -67,27 +67,4 @@ class Robot:
         result = self.nlp.ie(text)
         return result
     
-if __name__ == '__main__':
-    tts_config = "../PaddleSpeech/demos/streaming_tts_server/conf/tts_online_application.yaml"
-    asr_config = "../PaddleSpeech/demos/streaming_asr_server/conf/ws_conformer_application.yaml"
-    demo_wav = "../source/demo/demo_16k.wav"
-    ie_model_path = "../source/model"
-    tts_wav = "../source/demo/tts.wav"
-    text = "今天天气真不错"
-    ie_text = "今天晚上我从大牛坊出发去三里屯花了六十五块钱"
-    
-    
-    robot = Robot(asr_config, tts_config, asr_init_path=demo_wav)
-    res = robot.speech2text(demo_wav)
-    print(res)
-    
-    res = robot.chat(text)
-    print(res)
-    print("tts offline")
-    robot.text2speech(res, tts_wav)
-    
-    print("ie test")
-    res = robot.ie(ie_text)
-    print(res)
-    
     
\ No newline at end of file

docs/requirements.txt

@@ -5,3 +5,46 @@ sphinx
 sphinx-autobuild
 sphinx-markdown-tables
 sphinx_rtd_theme
+paddlepaddle>=2.2.2
+editdistance
+g2p_en
+g2pM
+h5py
+inflect
+jieba
+jsonlines
+kaldiio
+librosa==0.8.1
+loguru
+matplotlib
+nara_wpe
+onnxruntime
+pandas
+paddlenlp
+paddlespeech_feat
+praatio==5.0.0
+pypinyin
+pypinyin-dict
+python-dateutil
+pyworld==0.2.12
+resampy==0.2.2
+sacrebleu
+scipy
+sentencepiece~=0.1.96
+soundfile~=0.10
+textgrid
+timer
+tqdm
+typeguard
+visualdl
+webrtcvad
+yacs~=0.1.8
+prettytable
+zhon
+colorlog
+pathos == 0.2.8
+fastapi
+websockets
+keyboard
+uvicorn
+pattern_singleton
\ No newline at end of file

docs/source/api/modules.rst

+paddlespeech
+============
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech

docs/source/api/paddlespeech.audio.backends.rst

+paddlespeech.audio.backends package
+===================================
+
+.. automodule:: paddlespeech.audio.backends
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.audio.backends.soundfile_backend
+   paddlespeech.audio.backends.sox_backend

docs/source/api/paddlespeech.audio.backends.soundfile_backend.rst

+paddlespeech.audio.backends.soundfile\_backend module
+=====================================================
+
+.. automodule:: paddlespeech.audio.backends.soundfile_backend
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.backends.sox_backend.rst

+paddlespeech.audio.backends.sox\_backend module
+===============================================
+
+.. automodule:: paddlespeech.audio.backends.sox_backend
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.compliance.kaldi.rst

+paddlespeech.audio.compliance.kaldi module
+==========================================
+
+.. automodule:: paddlespeech.audio.compliance.kaldi
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.compliance.librosa.rst

+paddlespeech.audio.compliance.librosa module
+============================================
+
+.. automodule:: paddlespeech.audio.compliance.librosa
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.compliance.rst

+paddlespeech.audio.compliance package
+=====================================
+
+.. automodule:: paddlespeech.audio.compliance
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.audio.compliance.kaldi
+   paddlespeech.audio.compliance.librosa

docs/source/api/paddlespeech.audio.datasets.dataset.rst

+paddlespeech.audio.datasets.dataset module
+==========================================
+
+.. automodule:: paddlespeech.audio.datasets.dataset
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.datasets.esc50.rst

+paddlespeech.audio.datasets.esc50 module
+========================================
+
+.. automodule:: paddlespeech.audio.datasets.esc50
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.datasets.gtzan.rst

+paddlespeech.audio.datasets.gtzan module
+========================================
+
+.. automodule:: paddlespeech.audio.datasets.gtzan
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.datasets.hey_snips.rst

+paddlespeech.audio.datasets.hey\_snips module
+=============================================
+
+.. automodule:: paddlespeech.audio.datasets.hey_snips
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.datasets.rirs_noises.rst

+paddlespeech.audio.datasets.rirs\_noises module
+===============================================
+
+.. automodule:: paddlespeech.audio.datasets.rirs_noises
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.datasets.rst

+paddlespeech.audio.datasets package
+===================================
+
+.. automodule:: paddlespeech.audio.datasets
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.audio.datasets.dataset
+   paddlespeech.audio.datasets.esc50
+   paddlespeech.audio.datasets.gtzan
+   paddlespeech.audio.datasets.hey_snips
+   paddlespeech.audio.datasets.rirs_noises
+   paddlespeech.audio.datasets.tess
+   paddlespeech.audio.datasets.urban_sound
+   paddlespeech.audio.datasets.voxceleb

docs/source/api/paddlespeech.audio.datasets.tess.rst

+paddlespeech.audio.datasets.tess module
+=======================================
+
+.. automodule:: paddlespeech.audio.datasets.tess
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.datasets.urban_sound.rst

+paddlespeech.audio.datasets.urban\_sound module
+===============================================
+
+.. automodule:: paddlespeech.audio.datasets.urban_sound
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.datasets.voxceleb.rst

+paddlespeech.audio.datasets.voxceleb module
+===========================================
+
+.. automodule:: paddlespeech.audio.datasets.voxceleb
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.features.layers.rst

+paddlespeech.audio.features.layers module
+=========================================
+
+.. automodule:: paddlespeech.audio.features.layers
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.features.rst

+paddlespeech.audio.features package
+===================================
+
+.. automodule:: paddlespeech.audio.features
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.audio.features.layers

docs/source/api/paddlespeech.audio.functional.functional.rst

+paddlespeech.audio.functional.functional module
+===============================================
+
+.. automodule:: paddlespeech.audio.functional.functional
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.functional.rst

+paddlespeech.audio.functional package
+=====================================
+
+.. automodule:: paddlespeech.audio.functional
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.audio.functional.functional
+   paddlespeech.audio.functional.window

docs/source/api/paddlespeech.audio.functional.window.rst

+paddlespeech.audio.functional.window module
+===========================================
+
+.. automodule:: paddlespeech.audio.functional.window
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.io.rst

+paddlespeech.audio.io package
+=============================
+
+.. automodule:: paddlespeech.audio.io
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.metric.eer.rst

+paddlespeech.audio.metric.eer module
+====================================
+
+.. automodule:: paddlespeech.audio.metric.eer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.metric.rst

+paddlespeech.audio.metric package
+=================================
+
+.. automodule:: paddlespeech.audio.metric
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.audio.metric.eer

docs/source/api/paddlespeech.audio.rst

+paddlespeech.audio package
+==========================
+
+.. automodule:: paddlespeech.audio
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.audio.backends
+   paddlespeech.audio.compliance
+   paddlespeech.audio.datasets
+   paddlespeech.audio.features
+   paddlespeech.audio.functional
+   paddlespeech.audio.io
+   paddlespeech.audio.metric
+   paddlespeech.audio.sox_effects
+   paddlespeech.audio.utils

docs/source/api/paddlespeech.audio.sox_effects.rst

+paddlespeech.audio.sox\_effects package
+=======================================
+
+.. automodule:: paddlespeech.audio.sox_effects
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.utils.download.rst

+paddlespeech.audio.utils.download module
+========================================
+
+.. automodule:: paddlespeech.audio.utils.download
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.utils.error.rst

+paddlespeech.audio.utils.error module
+=====================================
+
+.. automodule:: paddlespeech.audio.utils.error
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.utils.log.rst

+paddlespeech.audio.utils.log module
+===================================
+
+.. automodule:: paddlespeech.audio.utils.log
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.utils.numeric.rst

+paddlespeech.audio.utils.numeric module
+=======================================
+
+.. automodule:: paddlespeech.audio.utils.numeric
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.audio.utils.rst

+paddlespeech.audio.utils package
+================================
+
+.. automodule:: paddlespeech.audio.utils
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.audio.utils.download
+   paddlespeech.audio.utils.error
+   paddlespeech.audio.utils.log
+   paddlespeech.audio.utils.numeric
+   paddlespeech.audio.utils.time

docs/source/api/paddlespeech.audio.utils.time.rst

+paddlespeech.audio.utils.time module
+====================================
+
+.. automodule:: paddlespeech.audio.utils.time
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cli.asr.infer.rst

+paddlespeech.cli.asr.infer module
+=================================
+
+.. automodule:: paddlespeech.cli.asr.infer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cli.asr.rst

+paddlespeech.cli.asr package
+============================
+
+.. automodule:: paddlespeech.cli.asr
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cli.asr.infer

docs/source/api/paddlespeech.cli.base_commands.rst

+paddlespeech.cli.base\_commands module
+======================================
+
+.. automodule:: paddlespeech.cli.base_commands
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cli.cls.infer.rst

+paddlespeech.cli.cls.infer module
+=================================
+
+.. automodule:: paddlespeech.cli.cls.infer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cli.cls.rst

+paddlespeech.cli.cls package
+============================
+
+.. automodule:: paddlespeech.cli.cls
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cli.cls.infer

docs/source/api/paddlespeech.cli.download.rst

+paddlespeech.cli.download module
+================================
+
+.. automodule:: paddlespeech.cli.download
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cli.entry.rst

+paddlespeech.cli.entry module
+=============================
+
+.. automodule:: paddlespeech.cli.entry
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cli.executor.rst

+paddlespeech.cli.executor module
+================================
+
+.. automodule:: paddlespeech.cli.executor
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cli.kws.infer.rst

+paddlespeech.cli.kws.infer module
+=================================
+
+.. automodule:: paddlespeech.cli.kws.infer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cli.kws.rst

+paddlespeech.cli.kws package
+============================
+
+.. automodule:: paddlespeech.cli.kws
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cli.kws.infer

docs/source/api/paddlespeech.cli.log.rst

+paddlespeech.cli.log module
+===========================
+
+.. automodule:: paddlespeech.cli.log
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cli.rst

+paddlespeech.cli package
+========================
+
+.. automodule:: paddlespeech.cli
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cli.asr
+   paddlespeech.cli.cls
+   paddlespeech.cli.kws
+   paddlespeech.cli.st
+   paddlespeech.cli.text
+   paddlespeech.cli.tts
+   paddlespeech.cli.vector
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cli.base_commands
+   paddlespeech.cli.download
+   paddlespeech.cli.entry
+   paddlespeech.cli.executor
+   paddlespeech.cli.log
+   paddlespeech.cli.utils

docs/source/api/paddlespeech.cli.st.infer.rst

+paddlespeech.cli.st.infer module
+================================
+
+.. automodule:: paddlespeech.cli.st.infer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cli.st.rst

+paddlespeech.cli.st package
+===========================
+
+.. automodule:: paddlespeech.cli.st
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cli.st.infer

docs/source/api/paddlespeech.cli.text.infer.rst

+paddlespeech.cli.text.infer module
+==================================
+
+.. automodule:: paddlespeech.cli.text.infer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cli.text.rst

+paddlespeech.cli.text package
+=============================
+
+.. automodule:: paddlespeech.cli.text
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cli.text.infer

docs/source/api/paddlespeech.cli.tts.infer.rst

+paddlespeech.cli.tts.infer module
+=================================
+
+.. automodule:: paddlespeech.cli.tts.infer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cli.tts.rst

+paddlespeech.cli.tts package
+============================
+
+.. automodule:: paddlespeech.cli.tts
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cli.tts.infer

docs/source/api/paddlespeech.cli.utils.rst

+paddlespeech.cli.utils module
+=============================
+
+.. automodule:: paddlespeech.cli.utils
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cli.vector.infer.rst

+paddlespeech.cli.vector.infer module
+====================================
+
+.. automodule:: paddlespeech.cli.vector.infer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cli.vector.rst

+paddlespeech.cli.vector package
+===============================
+
+.. automodule:: paddlespeech.cli.vector
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cli.vector.infer

docs/source/api/paddlespeech.cls.exps.panns.deploy.predict.rst

+paddlespeech.cls.exps.panns.deploy.predict module
+=================================================
+
+.. automodule:: paddlespeech.cls.exps.panns.deploy.predict
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cls.exps.panns.deploy.rst

+paddlespeech.cls.exps.panns.deploy package
+==========================================
+
+.. automodule:: paddlespeech.cls.exps.panns.deploy
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cls.exps.panns.deploy.predict

docs/source/api/paddlespeech.cls.exps.panns.export_model.rst

+paddlespeech.cls.exps.panns.export\_model module
+================================================
+
+.. automodule:: paddlespeech.cls.exps.panns.export_model
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cls.exps.panns.predict.rst

+paddlespeech.cls.exps.panns.predict module
+==========================================
+
+.. automodule:: paddlespeech.cls.exps.panns.predict
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cls.exps.panns.rst

+paddlespeech.cls.exps.panns package
+===================================
+
+.. automodule:: paddlespeech.cls.exps.panns
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cls.exps.panns.deploy
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cls.exps.panns.export_model
+   paddlespeech.cls.exps.panns.predict
+   paddlespeech.cls.exps.panns.train

docs/source/api/paddlespeech.cls.exps.panns.train.rst

+paddlespeech.cls.exps.panns.train module
+========================================
+
+.. automodule:: paddlespeech.cls.exps.panns.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cls.exps.rst

+paddlespeech.cls.exps package
+=============================
+
+.. automodule:: paddlespeech.cls.exps
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cls.exps.panns

docs/source/api/paddlespeech.cls.models.panns.classifier.rst

+paddlespeech.cls.models.panns.classifier module
+===============================================
+
+.. automodule:: paddlespeech.cls.models.panns.classifier
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cls.models.panns.panns.rst

+paddlespeech.cls.models.panns.panns module
+==========================================
+
+.. automodule:: paddlespeech.cls.models.panns.panns
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.cls.models.panns.rst

+paddlespeech.cls.models.panns package
+=====================================
+
+.. automodule:: paddlespeech.cls.models.panns
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cls.models.panns.classifier
+   paddlespeech.cls.models.panns.panns

docs/source/api/paddlespeech.cls.models.rst

+paddlespeech.cls.models package
+===============================
+
+.. automodule:: paddlespeech.cls.models
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cls.models.panns

docs/source/api/paddlespeech.cls.rst

+paddlespeech.cls package
+========================
+
+.. automodule:: paddlespeech.cls
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.cls.exps
+   paddlespeech.cls.models

docs/source/api/paddlespeech.kws.models.loss.rst

+paddlespeech.kws.models.loss module
+===================================
+
+.. automodule:: paddlespeech.kws.models.loss
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.kws.models.mdtc.rst

+paddlespeech.kws.models.mdtc module
+===================================
+
+.. automodule:: paddlespeech.kws.models.mdtc
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.kws.models.rst

+paddlespeech.kws.models package
+===============================
+
+.. automodule:: paddlespeech.kws.models
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.kws.models.loss
+   paddlespeech.kws.models.mdtc

docs/source/api/paddlespeech.kws.rst

+paddlespeech.kws package
+========================
+
+.. automodule:: paddlespeech.kws
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.kws.models

docs/source/api/paddlespeech.rst

+paddlespeech package
+====================
+
+.. automodule:: paddlespeech
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.audio
+   paddlespeech.cli
+   paddlespeech.cls
+   paddlespeech.kws
+   paddlespeech.s2t
+   paddlespeech.server
+   paddlespeech.t2s
+   paddlespeech.text
+   paddlespeech.vector

docs/source/api/paddlespeech.s2t.decoders.beam_search.batch_beam_search.rst

+paddlespeech.s2t.decoders.beam\_search.batch\_beam\_search module
+=================================================================
+
+.. automodule:: paddlespeech.s2t.decoders.beam_search.batch_beam_search
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.decoders.beam_search.beam_search.rst

+paddlespeech.s2t.decoders.beam\_search.beam\_search module
+==========================================================
+
+.. automodule:: paddlespeech.s2t.decoders.beam_search.beam_search
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.decoders.beam_search.rst

+paddlespeech.s2t.decoders.beam\_search package
+==============================================
+
+.. automodule:: paddlespeech.s2t.decoders.beam_search
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.decoders.beam_search.batch_beam_search
+   paddlespeech.s2t.decoders.beam_search.beam_search

docs/source/api/paddlespeech.s2t.decoders.ctcdecoder.decoders_deprecated.rst

+paddlespeech.s2t.decoders.ctcdecoder.decoders\_deprecated module
+================================================================
+
+.. automodule:: paddlespeech.s2t.decoders.ctcdecoder.decoders_deprecated
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.decoders.ctcdecoder.rst

+paddlespeech.s2t.decoders.ctcdecoder package
+============================================
+
+.. automodule:: paddlespeech.s2t.decoders.ctcdecoder
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.decoders.ctcdecoder.decoders_deprecated
+   paddlespeech.s2t.decoders.ctcdecoder.scorer_deprecated
+   paddlespeech.s2t.decoders.ctcdecoder.swig_wrapper

docs/source/api/paddlespeech.s2t.decoders.ctcdecoder.scorer_deprecated.rst

+paddlespeech.s2t.decoders.ctcdecoder.scorer\_deprecated module
+==============================================================
+
+.. automodule:: paddlespeech.s2t.decoders.ctcdecoder.scorer_deprecated
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.decoders.ctcdecoder.swig_wrapper.rst

+paddlespeech.s2t.decoders.ctcdecoder.swig\_wrapper module
+=========================================================
+
+.. automodule:: paddlespeech.s2t.decoders.ctcdecoder.swig_wrapper
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.decoders.recog.rst

+paddlespeech.s2t.decoders.recog module
+======================================
+
+.. automodule:: paddlespeech.s2t.decoders.recog
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.decoders.recog_bin.rst

+paddlespeech.s2t.decoders.recog\_bin module
+===========================================
+
+.. automodule:: paddlespeech.s2t.decoders.recog_bin
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.decoders.rst

+paddlespeech.s2t.decoders package
+=================================
+
+.. automodule:: paddlespeech.s2t.decoders
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.decoders.beam_search
+   paddlespeech.s2t.decoders.ctcdecoder
+   paddlespeech.s2t.decoders.scorers
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.decoders.recog
+   paddlespeech.s2t.decoders.recog_bin
+   paddlespeech.s2t.decoders.utils

docs/source/api/paddlespeech.s2t.decoders.scorers.ctc.rst

+paddlespeech.s2t.decoders.scorers.ctc module
+============================================
+
+.. automodule:: paddlespeech.s2t.decoders.scorers.ctc
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.decoders.scorers.ctc_prefix_score.rst

+paddlespeech.s2t.decoders.scorers.ctc\_prefix\_score module
+===========================================================
+
+.. automodule:: paddlespeech.s2t.decoders.scorers.ctc_prefix_score
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.decoders.scorers.length_bonus.rst

+paddlespeech.s2t.decoders.scorers.length\_bonus module
+======================================================
+
+.. automodule:: paddlespeech.s2t.decoders.scorers.length_bonus
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.decoders.scorers.ngram.rst

+paddlespeech.s2t.decoders.scorers.ngram module
+==============================================
+
+.. automodule:: paddlespeech.s2t.decoders.scorers.ngram
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.decoders.scorers.rst

+paddlespeech.s2t.decoders.scorers package
+=========================================
+
+.. automodule:: paddlespeech.s2t.decoders.scorers
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.decoders.scorers.ctc
+   paddlespeech.s2t.decoders.scorers.ctc_prefix_score
+   paddlespeech.s2t.decoders.scorers.length_bonus
+   paddlespeech.s2t.decoders.scorers.ngram
+   paddlespeech.s2t.decoders.scorers.scorer_interface

docs/source/api/paddlespeech.s2t.decoders.scorers.scorer_interface.rst

+paddlespeech.s2t.decoders.scorers.scorer\_interface module
+==========================================================
+
+.. automodule:: paddlespeech.s2t.decoders.scorers.scorer_interface
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.decoders.utils.rst

+paddlespeech.s2t.decoders.utils module
+======================================
+
+.. automodule:: paddlespeech.s2t.decoders.utils
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.deepspeech2.bin.deploy.client.rst

+paddlespeech.s2t.exps.deepspeech2.bin.deploy.client module
+==========================================================
+
+.. automodule:: paddlespeech.s2t.exps.deepspeech2.bin.deploy.client
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.deepspeech2.bin.deploy.record.rst

+paddlespeech.s2t.exps.deepspeech2.bin.deploy.record module
+==========================================================
+
+.. automodule:: paddlespeech.s2t.exps.deepspeech2.bin.deploy.record
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.deepspeech2.bin.deploy.rst

+paddlespeech.s2t.exps.deepspeech2.bin.deploy package
+====================================================
+
+.. automodule:: paddlespeech.s2t.exps.deepspeech2.bin.deploy
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.deepspeech2.bin.deploy.client
+   paddlespeech.s2t.exps.deepspeech2.bin.deploy.record
+   paddlespeech.s2t.exps.deepspeech2.bin.deploy.runtime
+   paddlespeech.s2t.exps.deepspeech2.bin.deploy.send
+   paddlespeech.s2t.exps.deepspeech2.bin.deploy.server

docs/source/api/paddlespeech.s2t.exps.deepspeech2.bin.deploy.runtime.rst

+paddlespeech.s2t.exps.deepspeech2.bin.deploy.runtime module
+===========================================================
+
+.. automodule:: paddlespeech.s2t.exps.deepspeech2.bin.deploy.runtime
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.deepspeech2.bin.deploy.send.rst

+paddlespeech.s2t.exps.deepspeech2.bin.deploy.send module
+========================================================
+
+.. automodule:: paddlespeech.s2t.exps.deepspeech2.bin.deploy.send
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.deepspeech2.bin.deploy.server.rst

+paddlespeech.s2t.exps.deepspeech2.bin.deploy.server module
+==========================================================
+
+.. automodule:: paddlespeech.s2t.exps.deepspeech2.bin.deploy.server
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.deepspeech2.bin.export.rst

+paddlespeech.s2t.exps.deepspeech2.bin.export module
+===================================================
+
+.. automodule:: paddlespeech.s2t.exps.deepspeech2.bin.export
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.deepspeech2.bin.rst

+paddlespeech.s2t.exps.deepspeech2.bin package
+=============================================
+
+.. automodule:: paddlespeech.s2t.exps.deepspeech2.bin
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.deepspeech2.bin.deploy
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.deepspeech2.bin.export
+   paddlespeech.s2t.exps.deepspeech2.bin.test
+   paddlespeech.s2t.exps.deepspeech2.bin.test_export
+   paddlespeech.s2t.exps.deepspeech2.bin.test_wav
+   paddlespeech.s2t.exps.deepspeech2.bin.train

docs/source/api/paddlespeech.s2t.exps.deepspeech2.bin.test.rst

+paddlespeech.s2t.exps.deepspeech2.bin.test module
+=================================================
+
+.. automodule:: paddlespeech.s2t.exps.deepspeech2.bin.test
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.deepspeech2.bin.test_export.rst

+paddlespeech.s2t.exps.deepspeech2.bin.test\_export module
+=========================================================
+
+.. automodule:: paddlespeech.s2t.exps.deepspeech2.bin.test_export
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.deepspeech2.bin.test_wav.rst

+paddlespeech.s2t.exps.deepspeech2.bin.test\_wav module
+======================================================
+
+.. automodule:: paddlespeech.s2t.exps.deepspeech2.bin.test_wav
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.deepspeech2.bin.train.rst

+paddlespeech.s2t.exps.deepspeech2.bin.train module
+==================================================
+
+.. automodule:: paddlespeech.s2t.exps.deepspeech2.bin.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.deepspeech2.model.rst

+paddlespeech.s2t.exps.deepspeech2.model module
+==============================================
+
+.. automodule:: paddlespeech.s2t.exps.deepspeech2.model
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.deepspeech2.rst

+paddlespeech.s2t.exps.deepspeech2 package
+=========================================
+
+.. automodule:: paddlespeech.s2t.exps.deepspeech2
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.deepspeech2.bin
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.deepspeech2.model

docs/source/api/paddlespeech.s2t.exps.rst

+paddlespeech.s2t.exps package
+=============================
+
+.. automodule:: paddlespeech.s2t.exps
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.deepspeech2
+   paddlespeech.s2t.exps.u2
+   paddlespeech.s2t.exps.u2_kaldi
+   paddlespeech.s2t.exps.u2_st

docs/source/api/paddlespeech.s2t.exps.u2.bin.alignment.rst

+paddlespeech.s2t.exps.u2.bin.alignment module
+=============================================
+
+.. automodule:: paddlespeech.s2t.exps.u2.bin.alignment
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2.bin.export.rst

+paddlespeech.s2t.exps.u2.bin.export module
+==========================================
+
+.. automodule:: paddlespeech.s2t.exps.u2.bin.export
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2.bin.rst

+paddlespeech.s2t.exps.u2.bin package
+====================================
+
+.. automodule:: paddlespeech.s2t.exps.u2.bin
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.u2.bin.alignment
+   paddlespeech.s2t.exps.u2.bin.export
+   paddlespeech.s2t.exps.u2.bin.test
+   paddlespeech.s2t.exps.u2.bin.test_wav
+   paddlespeech.s2t.exps.u2.bin.train

docs/source/api/paddlespeech.s2t.exps.u2.bin.test.rst

+paddlespeech.s2t.exps.u2.bin.test module
+========================================
+
+.. automodule:: paddlespeech.s2t.exps.u2.bin.test
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2.bin.test_wav.rst

+paddlespeech.s2t.exps.u2.bin.test\_wav module
+=============================================
+
+.. automodule:: paddlespeech.s2t.exps.u2.bin.test_wav
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2.bin.train.rst

+paddlespeech.s2t.exps.u2.bin.train module
+=========================================
+
+.. automodule:: paddlespeech.s2t.exps.u2.bin.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2.model.rst

+paddlespeech.s2t.exps.u2.model module
+=====================================
+
+.. automodule:: paddlespeech.s2t.exps.u2.model
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2.rst

+paddlespeech.s2t.exps.u2 package
+================================
+
+.. automodule:: paddlespeech.s2t.exps.u2
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.u2.bin
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.u2.model
+   paddlespeech.s2t.exps.u2.trainer

docs/source/api/paddlespeech.s2t.exps.u2.trainer.rst

+paddlespeech.s2t.exps.u2.trainer module
+=======================================
+
+.. automodule:: paddlespeech.s2t.exps.u2.trainer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2_kaldi.bin.recog.rst

+paddlespeech.s2t.exps.u2\_kaldi.bin.recog module
+================================================
+
+.. automodule:: paddlespeech.s2t.exps.u2_kaldi.bin.recog
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2_kaldi.bin.rst

+paddlespeech.s2t.exps.u2\_kaldi.bin package
+===========================================
+
+.. automodule:: paddlespeech.s2t.exps.u2_kaldi.bin
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.u2_kaldi.bin.recog
+   paddlespeech.s2t.exps.u2_kaldi.bin.test
+   paddlespeech.s2t.exps.u2_kaldi.bin.train

docs/source/api/paddlespeech.s2t.exps.u2_kaldi.bin.test.rst

+paddlespeech.s2t.exps.u2\_kaldi.bin.test module
+===============================================
+
+.. automodule:: paddlespeech.s2t.exps.u2_kaldi.bin.test
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2_kaldi.bin.train.rst

+paddlespeech.s2t.exps.u2\_kaldi.bin.train module
+================================================
+
+.. automodule:: paddlespeech.s2t.exps.u2_kaldi.bin.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2_kaldi.model.rst

+paddlespeech.s2t.exps.u2\_kaldi.model module
+============================================
+
+.. automodule:: paddlespeech.s2t.exps.u2_kaldi.model
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2_kaldi.rst

+paddlespeech.s2t.exps.u2\_kaldi package
+=======================================
+
+.. automodule:: paddlespeech.s2t.exps.u2_kaldi
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.u2_kaldi.bin
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.u2_kaldi.model

docs/source/api/paddlespeech.s2t.exps.u2_st.bin.export.rst

+paddlespeech.s2t.exps.u2\_st.bin.export module
+==============================================
+
+.. automodule:: paddlespeech.s2t.exps.u2_st.bin.export
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2_st.bin.rst

+paddlespeech.s2t.exps.u2\_st.bin package
+========================================
+
+.. automodule:: paddlespeech.s2t.exps.u2_st.bin
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.u2_st.bin.export
+   paddlespeech.s2t.exps.u2_st.bin.test
+   paddlespeech.s2t.exps.u2_st.bin.train

docs/source/api/paddlespeech.s2t.exps.u2_st.bin.test.rst

+paddlespeech.s2t.exps.u2\_st.bin.test module
+============================================
+
+.. automodule:: paddlespeech.s2t.exps.u2_st.bin.test
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2_st.bin.train.rst

+paddlespeech.s2t.exps.u2\_st.bin.train module
+=============================================
+
+.. automodule:: paddlespeech.s2t.exps.u2_st.bin.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2_st.model.rst

+paddlespeech.s2t.exps.u2\_st.model module
+=========================================
+
+.. automodule:: paddlespeech.s2t.exps.u2_st.model
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.exps.u2_st.rst

+paddlespeech.s2t.exps.u2\_st package
+====================================
+
+.. automodule:: paddlespeech.s2t.exps.u2_st
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.u2_st.bin
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.exps.u2_st.model

docs/source/api/paddlespeech.s2t.frontend.audio.rst

+paddlespeech.s2t.frontend.audio module
+======================================
+
+.. automodule:: paddlespeech.s2t.frontend.audio
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.augmentor.augmentation.rst

+paddlespeech.s2t.frontend.augmentor.augmentation module
+=======================================================
+
+.. automodule:: paddlespeech.s2t.frontend.augmentor.augmentation
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.augmentor.base.rst

+paddlespeech.s2t.frontend.augmentor.base module
+===============================================
+
+.. automodule:: paddlespeech.s2t.frontend.augmentor.base
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.augmentor.impulse_response.rst

+paddlespeech.s2t.frontend.augmentor.impulse\_response module
+============================================================
+
+.. automodule:: paddlespeech.s2t.frontend.augmentor.impulse_response
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.augmentor.noise_perturb.rst

+paddlespeech.s2t.frontend.augmentor.noise\_perturb module
+=========================================================
+
+.. automodule:: paddlespeech.s2t.frontend.augmentor.noise_perturb
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.augmentor.online_bayesian_normalization.rst

+paddlespeech.s2t.frontend.augmentor.online\_bayesian\_normalization module
+==========================================================================
+
+.. automodule:: paddlespeech.s2t.frontend.augmentor.online_bayesian_normalization
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.augmentor.resample.rst

+paddlespeech.s2t.frontend.augmentor.resample module
+===================================================
+
+.. automodule:: paddlespeech.s2t.frontend.augmentor.resample
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.augmentor.rst

+paddlespeech.s2t.frontend.augmentor package
+===========================================
+
+.. automodule:: paddlespeech.s2t.frontend.augmentor
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.frontend.augmentor.augmentation
+   paddlespeech.s2t.frontend.augmentor.base
+   paddlespeech.s2t.frontend.augmentor.impulse_response
+   paddlespeech.s2t.frontend.augmentor.noise_perturb
+   paddlespeech.s2t.frontend.augmentor.online_bayesian_normalization
+   paddlespeech.s2t.frontend.augmentor.resample
+   paddlespeech.s2t.frontend.augmentor.shift_perturb
+   paddlespeech.s2t.frontend.augmentor.spec_augment
+   paddlespeech.s2t.frontend.augmentor.speed_perturb
+   paddlespeech.s2t.frontend.augmentor.volume_perturb

docs/source/api/paddlespeech.s2t.frontend.augmentor.shift_perturb.rst

+paddlespeech.s2t.frontend.augmentor.shift\_perturb module
+=========================================================
+
+.. automodule:: paddlespeech.s2t.frontend.augmentor.shift_perturb
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.augmentor.spec_augment.rst

+paddlespeech.s2t.frontend.augmentor.spec\_augment module
+========================================================
+
+.. automodule:: paddlespeech.s2t.frontend.augmentor.spec_augment
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.augmentor.speed_perturb.rst

+paddlespeech.s2t.frontend.augmentor.speed\_perturb module
+=========================================================
+
+.. automodule:: paddlespeech.s2t.frontend.augmentor.speed_perturb
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.augmentor.volume_perturb.rst

+paddlespeech.s2t.frontend.augmentor.volume\_perturb module
+==========================================================
+
+.. automodule:: paddlespeech.s2t.frontend.augmentor.volume_perturb
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.featurizer.audio_featurizer.rst

+paddlespeech.s2t.frontend.featurizer.audio\_featurizer module
+=============================================================
+
+.. automodule:: paddlespeech.s2t.frontend.featurizer.audio_featurizer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.featurizer.rst

+paddlespeech.s2t.frontend.featurizer package
+============================================
+
+.. automodule:: paddlespeech.s2t.frontend.featurizer
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.frontend.featurizer.audio_featurizer
+   paddlespeech.s2t.frontend.featurizer.speech_featurizer
+   paddlespeech.s2t.frontend.featurizer.text_featurizer

docs/source/api/paddlespeech.s2t.frontend.featurizer.speech_featurizer.rst

+paddlespeech.s2t.frontend.featurizer.speech\_featurizer module
+==============================================================
+
+.. automodule:: paddlespeech.s2t.frontend.featurizer.speech_featurizer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.featurizer.text_featurizer.rst

+paddlespeech.s2t.frontend.featurizer.text\_featurizer module
+============================================================
+
+.. automodule:: paddlespeech.s2t.frontend.featurizer.text_featurizer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.normalizer.rst

+paddlespeech.s2t.frontend.normalizer module
+===========================================
+
+.. automodule:: paddlespeech.s2t.frontend.normalizer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.rst

+paddlespeech.s2t.frontend package
+=================================
+
+.. automodule:: paddlespeech.s2t.frontend
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.frontend.augmentor
+   paddlespeech.s2t.frontend.featurizer
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.frontend.audio
+   paddlespeech.s2t.frontend.normalizer
+   paddlespeech.s2t.frontend.speech
+   paddlespeech.s2t.frontend.utility

docs/source/api/paddlespeech.s2t.frontend.speech.rst

+paddlespeech.s2t.frontend.speech module
+=======================================
+
+.. automodule:: paddlespeech.s2t.frontend.speech
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.frontend.utility.rst

+paddlespeech.s2t.frontend.utility module
+========================================
+
+.. automodule:: paddlespeech.s2t.frontend.utility
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.io.batchfy.rst

+paddlespeech.s2t.io.batchfy module
+==================================
+
+.. automodule:: paddlespeech.s2t.io.batchfy
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.io.collator.rst

+paddlespeech.s2t.io.collator module
+===================================
+
+.. automodule:: paddlespeech.s2t.io.collator
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.io.converter.rst

+paddlespeech.s2t.io.converter module
+====================================
+
+.. automodule:: paddlespeech.s2t.io.converter
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.io.dataloader.rst

+paddlespeech.s2t.io.dataloader module
+=====================================
+
+.. automodule:: paddlespeech.s2t.io.dataloader
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.io.dataset.rst

+paddlespeech.s2t.io.dataset module
+==================================
+
+.. automodule:: paddlespeech.s2t.io.dataset
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.io.reader.rst

+paddlespeech.s2t.io.reader module
+=================================
+
+.. automodule:: paddlespeech.s2t.io.reader
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.io.rst

+paddlespeech.s2t.io package
+===========================
+
+.. automodule:: paddlespeech.s2t.io
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.io.batchfy
+   paddlespeech.s2t.io.collator
+   paddlespeech.s2t.io.converter
+   paddlespeech.s2t.io.dataloader
+   paddlespeech.s2t.io.dataset
+   paddlespeech.s2t.io.reader
+   paddlespeech.s2t.io.sampler
+   paddlespeech.s2t.io.utility

docs/source/api/paddlespeech.s2t.io.sampler.rst

+paddlespeech.s2t.io.sampler module
+==================================
+
+.. automodule:: paddlespeech.s2t.io.sampler
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.io.utility.rst

+paddlespeech.s2t.io.utility module
+==================================
+
+.. automodule:: paddlespeech.s2t.io.utility
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.models.asr_interface.rst

+paddlespeech.s2t.models.asr\_interface module
+=============================================
+
+.. automodule:: paddlespeech.s2t.models.asr_interface
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.models.ds2.conv.rst

+paddlespeech.s2t.models.ds2.conv module
+=======================================
+
+.. automodule:: paddlespeech.s2t.models.ds2.conv
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.models.ds2.deepspeech2.rst

+paddlespeech.s2t.models.ds2.deepspeech2 module
+==============================================
+
+.. automodule:: paddlespeech.s2t.models.ds2.deepspeech2
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.models.ds2.rst

+paddlespeech.s2t.models.ds2 package
+===================================
+
+.. automodule:: paddlespeech.s2t.models.ds2
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.models.ds2.conv
+   paddlespeech.s2t.models.ds2.deepspeech2

docs/source/api/paddlespeech.s2t.models.lm.dataset.rst

+paddlespeech.s2t.models.lm.dataset module
+=========================================
+
+.. automodule:: paddlespeech.s2t.models.lm.dataset
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.models.lm.rst

+paddlespeech.s2t.models.lm package
+==================================
+
+.. automodule:: paddlespeech.s2t.models.lm
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.models.lm.dataset
+   paddlespeech.s2t.models.lm.transformer

docs/source/api/paddlespeech.s2t.models.lm.transformer.rst

+paddlespeech.s2t.models.lm.transformer module
+=============================================
+
+.. automodule:: paddlespeech.s2t.models.lm.transformer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.models.lm_interface.rst

+paddlespeech.s2t.models.lm\_interface module
+============================================
+
+.. automodule:: paddlespeech.s2t.models.lm_interface
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.models.rst

+paddlespeech.s2t.models package
+===============================
+
+.. automodule:: paddlespeech.s2t.models
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.models.ds2
+   paddlespeech.s2t.models.lm
+   paddlespeech.s2t.models.u2
+   paddlespeech.s2t.models.u2_st
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.models.asr_interface
+   paddlespeech.s2t.models.lm_interface
+   paddlespeech.s2t.models.st_interface

docs/source/api/paddlespeech.s2t.models.st_interface.rst

+paddlespeech.s2t.models.st\_interface module
+============================================
+
+.. automodule:: paddlespeech.s2t.models.st_interface
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.models.u2.rst

+paddlespeech.s2t.models.u2 package
+==================================
+
+.. automodule:: paddlespeech.s2t.models.u2
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.models.u2.u2
+   paddlespeech.s2t.models.u2.updater

docs/source/api/paddlespeech.s2t.models.u2.u2.rst

+paddlespeech.s2t.models.u2.u2 module
+====================================
+
+.. automodule:: paddlespeech.s2t.models.u2.u2
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.models.u2.updater.rst

+paddlespeech.s2t.models.u2.updater module
+=========================================
+
+.. automodule:: paddlespeech.s2t.models.u2.updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.models.u2_st.rst

+paddlespeech.s2t.models.u2\_st package
+======================================
+
+.. automodule:: paddlespeech.s2t.models.u2_st
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.models.u2_st.u2_st

docs/source/api/paddlespeech.s2t.models.u2_st.u2_st.rst

+paddlespeech.s2t.models.u2\_st.u2\_st module
+============================================
+
+.. automodule:: paddlespeech.s2t.models.u2_st.u2_st
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.activation.rst

+paddlespeech.s2t.modules.activation module
+==========================================
+
+.. automodule:: paddlespeech.s2t.modules.activation
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.align.rst

+paddlespeech.s2t.modules.align module
+=====================================
+
+.. automodule:: paddlespeech.s2t.modules.align
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.attention.rst

+paddlespeech.s2t.modules.attention module
+=========================================
+
+.. automodule:: paddlespeech.s2t.modules.attention
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.cmvn.rst

+paddlespeech.s2t.modules.cmvn module
+====================================
+
+.. automodule:: paddlespeech.s2t.modules.cmvn
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.conformer_convolution.rst

+paddlespeech.s2t.modules.conformer\_convolution module
+======================================================
+
+.. automodule:: paddlespeech.s2t.modules.conformer_convolution
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.crf.rst

+paddlespeech.s2t.modules.crf module
+===================================
+
+.. automodule:: paddlespeech.s2t.modules.crf
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.ctc.rst

+paddlespeech.s2t.modules.ctc module
+===================================
+
+.. automodule:: paddlespeech.s2t.modules.ctc
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.decoder.rst

+paddlespeech.s2t.modules.decoder module
+=======================================
+
+.. automodule:: paddlespeech.s2t.modules.decoder
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.decoder_layer.rst

+paddlespeech.s2t.modules.decoder\_layer module
+==============================================
+
+.. automodule:: paddlespeech.s2t.modules.decoder_layer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.embedding.rst

+paddlespeech.s2t.modules.embedding module
+=========================================
+
+.. automodule:: paddlespeech.s2t.modules.embedding
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.encoder.rst

+paddlespeech.s2t.modules.encoder module
+=======================================
+
+.. automodule:: paddlespeech.s2t.modules.encoder
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.encoder_layer.rst

+paddlespeech.s2t.modules.encoder\_layer module
+==============================================
+
+.. automodule:: paddlespeech.s2t.modules.encoder_layer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.initializer.rst

+paddlespeech.s2t.modules.initializer module
+===========================================
+
+.. automodule:: paddlespeech.s2t.modules.initializer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.loss.rst

+paddlespeech.s2t.modules.loss module
+====================================
+
+.. automodule:: paddlespeech.s2t.modules.loss
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.mask.rst

+paddlespeech.s2t.modules.mask module
+====================================
+
+.. automodule:: paddlespeech.s2t.modules.mask
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.positionwise_feed_forward.rst

+paddlespeech.s2t.modules.positionwise\_feed\_forward module
+===========================================================
+
+.. automodule:: paddlespeech.s2t.modules.positionwise_feed_forward
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.modules.rst

+paddlespeech.s2t.modules package
+================================
+
+.. automodule:: paddlespeech.s2t.modules
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.modules.activation
+   paddlespeech.s2t.modules.align
+   paddlespeech.s2t.modules.attention
+   paddlespeech.s2t.modules.cmvn
+   paddlespeech.s2t.modules.conformer_convolution
+   paddlespeech.s2t.modules.crf
+   paddlespeech.s2t.modules.ctc
+   paddlespeech.s2t.modules.decoder
+   paddlespeech.s2t.modules.decoder_layer
+   paddlespeech.s2t.modules.embedding
+   paddlespeech.s2t.modules.encoder
+   paddlespeech.s2t.modules.encoder_layer
+   paddlespeech.s2t.modules.initializer
+   paddlespeech.s2t.modules.loss
+   paddlespeech.s2t.modules.mask
+   paddlespeech.s2t.modules.positionwise_feed_forward
+   paddlespeech.s2t.modules.subsampling

docs/source/api/paddlespeech.s2t.modules.subsampling.rst

+paddlespeech.s2t.modules.subsampling module
+===========================================
+
+.. automodule:: paddlespeech.s2t.modules.subsampling
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.rst

+paddlespeech.s2t package
+========================
+
+.. automodule:: paddlespeech.s2t
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.decoders
+   paddlespeech.s2t.exps
+   paddlespeech.s2t.frontend
+   paddlespeech.s2t.io
+   paddlespeech.s2t.models
+   paddlespeech.s2t.modules
+   paddlespeech.s2t.training
+   paddlespeech.s2t.transform
+   paddlespeech.s2t.utils

docs/source/api/paddlespeech.s2t.training.cli.rst

+paddlespeech.s2t.training.cli module
+====================================
+
+.. automodule:: paddlespeech.s2t.training.cli
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.extensions.evaluator.rst

+paddlespeech.s2t.training.extensions.evaluator module
+=====================================================
+
+.. automodule:: paddlespeech.s2t.training.extensions.evaluator
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.extensions.extension.rst

+paddlespeech.s2t.training.extensions.extension module
+=====================================================
+
+.. automodule:: paddlespeech.s2t.training.extensions.extension
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.extensions.plot.rst

+paddlespeech.s2t.training.extensions.plot module
+================================================
+
+.. automodule:: paddlespeech.s2t.training.extensions.plot
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.extensions.rst

+paddlespeech.s2t.training.extensions package
+============================================
+
+.. automodule:: paddlespeech.s2t.training.extensions
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.training.extensions.evaluator
+   paddlespeech.s2t.training.extensions.extension
+   paddlespeech.s2t.training.extensions.plot
+   paddlespeech.s2t.training.extensions.snapshot
+   paddlespeech.s2t.training.extensions.visualizer

docs/source/api/paddlespeech.s2t.training.extensions.snapshot.rst

+paddlespeech.s2t.training.extensions.snapshot module
+====================================================
+
+.. automodule:: paddlespeech.s2t.training.extensions.snapshot
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.extensions.visualizer.rst

+paddlespeech.s2t.training.extensions.visualizer module
+======================================================
+
+.. automodule:: paddlespeech.s2t.training.extensions.visualizer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.gradclip.rst

+paddlespeech.s2t.training.gradclip module
+=========================================
+
+.. automodule:: paddlespeech.s2t.training.gradclip
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.optimizer.rst

+paddlespeech.s2t.training.optimizer module
+==========================================
+
+.. automodule:: paddlespeech.s2t.training.optimizer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.reporter.rst

+paddlespeech.s2t.training.reporter module
+=========================================
+
+.. automodule:: paddlespeech.s2t.training.reporter
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.rst

+paddlespeech.s2t.training package
+=================================
+
+.. automodule:: paddlespeech.s2t.training
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.training.extensions
+   paddlespeech.s2t.training.triggers
+   paddlespeech.s2t.training.updaters
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.training.cli
+   paddlespeech.s2t.training.gradclip
+   paddlespeech.s2t.training.optimizer
+   paddlespeech.s2t.training.reporter
+   paddlespeech.s2t.training.scheduler
+   paddlespeech.s2t.training.timer
+   paddlespeech.s2t.training.trainer

docs/source/api/paddlespeech.s2t.training.scheduler.rst

+paddlespeech.s2t.training.scheduler module
+==========================================
+
+.. automodule:: paddlespeech.s2t.training.scheduler
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.timer.rst

+paddlespeech.s2t.training.timer module
+======================================
+
+.. automodule:: paddlespeech.s2t.training.timer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.trainer.rst

+paddlespeech.s2t.training.trainer module
+========================================
+
+.. automodule:: paddlespeech.s2t.training.trainer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.triggers.compare_value_trigger.rst

+paddlespeech.s2t.training.triggers.compare\_value\_trigger module
+=================================================================
+
+.. automodule:: paddlespeech.s2t.training.triggers.compare_value_trigger
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.triggers.interval_trigger.rst

+paddlespeech.s2t.training.triggers.interval\_trigger module
+===========================================================
+
+.. automodule:: paddlespeech.s2t.training.triggers.interval_trigger
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.triggers.limit_trigger.rst

+paddlespeech.s2t.training.triggers.limit\_trigger module
+========================================================
+
+.. automodule:: paddlespeech.s2t.training.triggers.limit_trigger
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.triggers.rst

+paddlespeech.s2t.training.triggers package
+==========================================
+
+.. automodule:: paddlespeech.s2t.training.triggers
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.training.triggers.compare_value_trigger
+   paddlespeech.s2t.training.triggers.interval_trigger
+   paddlespeech.s2t.training.triggers.limit_trigger
+   paddlespeech.s2t.training.triggers.time_trigger
+   paddlespeech.s2t.training.triggers.utils

docs/source/api/paddlespeech.s2t.training.triggers.time_trigger.rst

+paddlespeech.s2t.training.triggers.time\_trigger module
+=======================================================
+
+.. automodule:: paddlespeech.s2t.training.triggers.time_trigger
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.triggers.utils.rst

+paddlespeech.s2t.training.triggers.utils module
+===============================================
+
+.. automodule:: paddlespeech.s2t.training.triggers.utils
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.updaters.rst

+paddlespeech.s2t.training.updaters package
+==========================================
+
+.. automodule:: paddlespeech.s2t.training.updaters
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.training.updaters.standard_updater
+   paddlespeech.s2t.training.updaters.trainer
+   paddlespeech.s2t.training.updaters.updater

docs/source/api/paddlespeech.s2t.training.updaters.standard_updater.rst

+paddlespeech.s2t.training.updaters.standard\_updater module
+===========================================================
+
+.. automodule:: paddlespeech.s2t.training.updaters.standard_updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.updaters.trainer.rst

+paddlespeech.s2t.training.updaters.trainer module
+=================================================
+
+.. automodule:: paddlespeech.s2t.training.updaters.trainer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.training.updaters.updater.rst

+paddlespeech.s2t.training.updaters.updater module
+=================================================
+
+.. automodule:: paddlespeech.s2t.training.updaters.updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.transform.add_deltas.rst

+paddlespeech.s2t.transform.add\_deltas module
+=============================================
+
+.. automodule:: paddlespeech.s2t.transform.add_deltas
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.transform.channel_selector.rst

+paddlespeech.s2t.transform.channel\_selector module
+===================================================
+
+.. automodule:: paddlespeech.s2t.transform.channel_selector
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.transform.cmvn.rst

+paddlespeech.s2t.transform.cmvn module
+======================================
+
+.. automodule:: paddlespeech.s2t.transform.cmvn
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.transform.functional.rst

+paddlespeech.s2t.transform.functional module
+============================================
+
+.. automodule:: paddlespeech.s2t.transform.functional
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.transform.perturb.rst

+paddlespeech.s2t.transform.perturb module
+=========================================
+
+.. automodule:: paddlespeech.s2t.transform.perturb
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.transform.rst

+paddlespeech.s2t.transform package
+==================================
+
+.. automodule:: paddlespeech.s2t.transform
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.transform.add_deltas
+   paddlespeech.s2t.transform.channel_selector
+   paddlespeech.s2t.transform.cmvn
+   paddlespeech.s2t.transform.functional
+   paddlespeech.s2t.transform.perturb
+   paddlespeech.s2t.transform.spec_augment
+   paddlespeech.s2t.transform.spectrogram
+   paddlespeech.s2t.transform.transform_interface
+   paddlespeech.s2t.transform.transformation
+   paddlespeech.s2t.transform.wpe

docs/source/api/paddlespeech.s2t.transform.spec_augment.rst

+paddlespeech.s2t.transform.spec\_augment module
+===============================================
+
+.. automodule:: paddlespeech.s2t.transform.spec_augment
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.transform.spectrogram.rst

+paddlespeech.s2t.transform.spectrogram module
+=============================================
+
+.. automodule:: paddlespeech.s2t.transform.spectrogram
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.transform.transform_interface.rst

+paddlespeech.s2t.transform.transform\_interface module
+======================================================
+
+.. automodule:: paddlespeech.s2t.transform.transform_interface
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.transform.transformation.rst

+paddlespeech.s2t.transform.transformation module
+================================================
+
+.. automodule:: paddlespeech.s2t.transform.transformation
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.transform.wpe.rst

+paddlespeech.s2t.transform.wpe module
+=====================================
+
+.. automodule:: paddlespeech.s2t.transform.wpe
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.asr_utils.rst

+paddlespeech.s2t.utils.asr\_utils module
+========================================
+
+.. automodule:: paddlespeech.s2t.utils.asr_utils
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.bleu_score.rst

+paddlespeech.s2t.utils.bleu\_score module
+=========================================
+
+.. automodule:: paddlespeech.s2t.utils.bleu_score
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.check_kwargs.rst

+paddlespeech.s2t.utils.check\_kwargs module
+===========================================
+
+.. automodule:: paddlespeech.s2t.utils.check_kwargs
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.checkpoint.rst

+paddlespeech.s2t.utils.checkpoint module
+========================================
+
+.. automodule:: paddlespeech.s2t.utils.checkpoint
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.cli_readers.rst

+paddlespeech.s2t.utils.cli\_readers module
+==========================================
+
+.. automodule:: paddlespeech.s2t.utils.cli_readers
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.cli_utils.rst

+paddlespeech.s2t.utils.cli\_utils module
+========================================
+
+.. automodule:: paddlespeech.s2t.utils.cli_utils
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.cli_writers.rst

+paddlespeech.s2t.utils.cli\_writers module
+==========================================
+
+.. automodule:: paddlespeech.s2t.utils.cli_writers
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.ctc_utils.rst

+paddlespeech.s2t.utils.ctc\_utils module
+========================================
+
+.. automodule:: paddlespeech.s2t.utils.ctc_utils
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.dynamic_import.rst

+paddlespeech.s2t.utils.dynamic\_import module
+=============================================
+
+.. automodule:: paddlespeech.s2t.utils.dynamic_import
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.dynamic_pip_install.rst

+paddlespeech.s2t.utils.dynamic\_pip\_install module
+===================================================
+
+.. automodule:: paddlespeech.s2t.utils.dynamic_pip_install
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.error_rate.rst

+paddlespeech.s2t.utils.error\_rate module
+=========================================
+
+.. automodule:: paddlespeech.s2t.utils.error_rate
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.layer_tools.rst

+paddlespeech.s2t.utils.layer\_tools module
+==========================================
+
+.. automodule:: paddlespeech.s2t.utils.layer_tools
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.log.rst

+paddlespeech.s2t.utils.log module
+=================================
+
+.. automodule:: paddlespeech.s2t.utils.log
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.mp_tools.rst

+paddlespeech.s2t.utils.mp\_tools module
+=======================================
+
+.. automodule:: paddlespeech.s2t.utils.mp_tools
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.profiler.rst

+paddlespeech.s2t.utils.profiler module
+======================================
+
+.. automodule:: paddlespeech.s2t.utils.profiler
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.rst

+paddlespeech.s2t.utils package
+==============================
+
+.. automodule:: paddlespeech.s2t.utils
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.s2t.utils.asr_utils
+   paddlespeech.s2t.utils.bleu_score
+   paddlespeech.s2t.utils.check_kwargs
+   paddlespeech.s2t.utils.checkpoint
+   paddlespeech.s2t.utils.cli_readers
+   paddlespeech.s2t.utils.cli_utils
+   paddlespeech.s2t.utils.cli_writers
+   paddlespeech.s2t.utils.ctc_utils
+   paddlespeech.s2t.utils.dynamic_import
+   paddlespeech.s2t.utils.dynamic_pip_install
+   paddlespeech.s2t.utils.error_rate
+   paddlespeech.s2t.utils.layer_tools
+   paddlespeech.s2t.utils.log
+   paddlespeech.s2t.utils.mp_tools
+   paddlespeech.s2t.utils.profiler
+   paddlespeech.s2t.utils.socket_server
+   paddlespeech.s2t.utils.spec_augment
+   paddlespeech.s2t.utils.tensor_utils
+   paddlespeech.s2t.utils.text_grid
+   paddlespeech.s2t.utils.utility

docs/source/api/paddlespeech.s2t.utils.socket_server.rst

+paddlespeech.s2t.utils.socket\_server module
+============================================
+
+.. automodule:: paddlespeech.s2t.utils.socket_server
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.spec_augment.rst

+paddlespeech.s2t.utils.spec\_augment module
+===========================================
+
+.. automodule:: paddlespeech.s2t.utils.spec_augment
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.tensor_utils.rst

+paddlespeech.s2t.utils.tensor\_utils module
+===========================================
+
+.. automodule:: paddlespeech.s2t.utils.tensor_utils
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.text_grid.rst

+paddlespeech.s2t.utils.text\_grid module
+========================================
+
+.. automodule:: paddlespeech.s2t.utils.text_grid
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.s2t.utils.utility.rst

+paddlespeech.s2t.utils.utility module
+=====================================
+
+.. automodule:: paddlespeech.s2t.utils.utility
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.base_commands.rst

+paddlespeech.server.base\_commands module
+=========================================
+
+.. automodule:: paddlespeech.server.base_commands
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.bin.paddlespeech_client.rst

+paddlespeech.server.bin.paddlespeech\_client module
+===================================================
+
+.. automodule:: paddlespeech.server.bin.paddlespeech_client
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.bin.paddlespeech_server.rst

+paddlespeech.server.bin.paddlespeech\_server module
+===================================================
+
+.. automodule:: paddlespeech.server.bin.paddlespeech_server
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.bin.rst

+paddlespeech.server.bin package
+===============================
+
+.. automodule:: paddlespeech.server.bin
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.bin.paddlespeech_client
+   paddlespeech.server.bin.paddlespeech_server

docs/source/api/paddlespeech.server.engine.acs.python.acs_engine.rst

+paddlespeech.server.engine.acs.python.acs\_engine module
+========================================================
+
+.. automodule:: paddlespeech.server.engine.acs.python.acs_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.acs.python.rst

+paddlespeech.server.engine.acs.python package
+=============================================
+
+.. automodule:: paddlespeech.server.engine.acs.python
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.acs.python.acs_engine

docs/source/api/paddlespeech.server.engine.acs.rst

+paddlespeech.server.engine.acs package
+======================================
+
+.. automodule:: paddlespeech.server.engine.acs
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.acs.python

docs/source/api/paddlespeech.server.engine.asr.online.ctc_endpoint.rst

+paddlespeech.server.engine.asr.online.ctc\_endpoint module
+==========================================================
+
+.. automodule:: paddlespeech.server.engine.asr.online.ctc_endpoint
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.asr.online.ctc_search.rst

+paddlespeech.server.engine.asr.online.ctc\_search module
+========================================================
+
+.. automodule:: paddlespeech.server.engine.asr.online.ctc_search
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.asr.online.onnx.asr_engine.rst

+paddlespeech.server.engine.asr.online.onnx.asr\_engine module
+=============================================================
+
+.. automodule:: paddlespeech.server.engine.asr.online.onnx.asr_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.asr.online.onnx.rst

+paddlespeech.server.engine.asr.online.onnx package
+==================================================
+
+.. automodule:: paddlespeech.server.engine.asr.online.onnx
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.asr.online.onnx.asr_engine

docs/source/api/paddlespeech.server.engine.asr.online.paddleinference.asr_engine.rst

+paddlespeech.server.engine.asr.online.paddleinference.asr\_engine module
+========================================================================
+
+.. automodule:: paddlespeech.server.engine.asr.online.paddleinference.asr_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.asr.online.paddleinference.rst

+paddlespeech.server.engine.asr.online.paddleinference package
+=============================================================
+
+.. automodule:: paddlespeech.server.engine.asr.online.paddleinference
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.asr.online.paddleinference.asr_engine

docs/source/api/paddlespeech.server.engine.asr.online.python.asr_engine.rst

+paddlespeech.server.engine.asr.online.python.asr\_engine module
+===============================================================
+
+.. automodule:: paddlespeech.server.engine.asr.online.python.asr_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.asr.online.python.rst

+paddlespeech.server.engine.asr.online.python package
+====================================================
+
+.. automodule:: paddlespeech.server.engine.asr.online.python
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.asr.online.python.asr_engine

docs/source/api/paddlespeech.server.engine.asr.online.rst

+paddlespeech.server.engine.asr.online package
+=============================================
+
+.. automodule:: paddlespeech.server.engine.asr.online
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.asr.online.onnx
+   paddlespeech.server.engine.asr.online.paddleinference
+   paddlespeech.server.engine.asr.online.python
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.asr.online.ctc_endpoint
+   paddlespeech.server.engine.asr.online.ctc_search

docs/source/api/paddlespeech.server.engine.asr.paddleinference.asr_engine.rst

+paddlespeech.server.engine.asr.paddleinference.asr\_engine module
+=================================================================
+
+.. automodule:: paddlespeech.server.engine.asr.paddleinference.asr_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.asr.paddleinference.rst

+paddlespeech.server.engine.asr.paddleinference package
+======================================================
+
+.. automodule:: paddlespeech.server.engine.asr.paddleinference
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.asr.paddleinference.asr_engine

docs/source/api/paddlespeech.server.engine.asr.python.asr_engine.rst

+paddlespeech.server.engine.asr.python.asr\_engine module
+========================================================
+
+.. automodule:: paddlespeech.server.engine.asr.python.asr_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.asr.python.rst

+paddlespeech.server.engine.asr.python package
+=============================================
+
+.. automodule:: paddlespeech.server.engine.asr.python
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.asr.python.asr_engine

docs/source/api/paddlespeech.server.engine.asr.rst

+paddlespeech.server.engine.asr package
+======================================
+
+.. automodule:: paddlespeech.server.engine.asr
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.asr.online
+   paddlespeech.server.engine.asr.paddleinference
+   paddlespeech.server.engine.asr.python

docs/source/api/paddlespeech.server.engine.base_engine.rst

+paddlespeech.server.engine.base\_engine module
+==============================================
+
+.. automodule:: paddlespeech.server.engine.base_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.cls.paddleinference.cls_engine.rst

+paddlespeech.server.engine.cls.paddleinference.cls\_engine module
+=================================================================
+
+.. automodule:: paddlespeech.server.engine.cls.paddleinference.cls_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.cls.paddleinference.rst

+paddlespeech.server.engine.cls.paddleinference package
+======================================================
+
+.. automodule:: paddlespeech.server.engine.cls.paddleinference
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.cls.paddleinference.cls_engine

docs/source/api/paddlespeech.server.engine.cls.python.cls_engine.rst

+paddlespeech.server.engine.cls.python.cls\_engine module
+========================================================
+
+.. automodule:: paddlespeech.server.engine.cls.python.cls_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.cls.python.rst

+paddlespeech.server.engine.cls.python package
+=============================================
+
+.. automodule:: paddlespeech.server.engine.cls.python
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.cls.python.cls_engine

docs/source/api/paddlespeech.server.engine.cls.rst

+paddlespeech.server.engine.cls package
+======================================
+
+.. automodule:: paddlespeech.server.engine.cls
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.cls.paddleinference
+   paddlespeech.server.engine.cls.python

docs/source/api/paddlespeech.server.engine.engine_factory.rst

+paddlespeech.server.engine.engine\_factory module
+=================================================
+
+.. automodule:: paddlespeech.server.engine.engine_factory
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.engine_pool.rst

+paddlespeech.server.engine.engine\_pool module
+==============================================
+
+.. automodule:: paddlespeech.server.engine.engine_pool
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.engine_warmup.rst

+paddlespeech.server.engine.engine\_warmup module
+================================================
+
+.. automodule:: paddlespeech.server.engine.engine_warmup
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.rst

+paddlespeech.server.engine package
+==================================
+
+.. automodule:: paddlespeech.server.engine
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.acs
+   paddlespeech.server.engine.asr
+   paddlespeech.server.engine.cls
+   paddlespeech.server.engine.text
+   paddlespeech.server.engine.tts
+   paddlespeech.server.engine.vector
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.base_engine
+   paddlespeech.server.engine.engine_factory
+   paddlespeech.server.engine.engine_pool
+   paddlespeech.server.engine.engine_warmup

docs/source/api/paddlespeech.server.engine.text.python.rst

+paddlespeech.server.engine.text.python package
+==============================================
+
+.. automodule:: paddlespeech.server.engine.text.python
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.text.python.text_engine

docs/source/api/paddlespeech.server.engine.text.python.text_engine.rst

+paddlespeech.server.engine.text.python.text\_engine module
+==========================================================
+
+.. automodule:: paddlespeech.server.engine.text.python.text_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.text.rst

+paddlespeech.server.engine.text package
+=======================================
+
+.. automodule:: paddlespeech.server.engine.text
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.text.python

docs/source/api/paddlespeech.server.engine.tts.online.onnx.rst

+paddlespeech.server.engine.tts.online.onnx package
+==================================================
+
+.. automodule:: paddlespeech.server.engine.tts.online.onnx
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.tts.online.onnx.tts_engine

docs/source/api/paddlespeech.server.engine.tts.online.onnx.tts_engine.rst

+paddlespeech.server.engine.tts.online.onnx.tts\_engine module
+=============================================================
+
+.. automodule:: paddlespeech.server.engine.tts.online.onnx.tts_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.tts.online.python.rst

+paddlespeech.server.engine.tts.online.python package
+====================================================
+
+.. automodule:: paddlespeech.server.engine.tts.online.python
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.tts.online.python.tts_engine

docs/source/api/paddlespeech.server.engine.tts.online.python.tts_engine.rst

+paddlespeech.server.engine.tts.online.python.tts\_engine module
+===============================================================
+
+.. automodule:: paddlespeech.server.engine.tts.online.python.tts_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.tts.online.rst

+paddlespeech.server.engine.tts.online package
+=============================================
+
+.. automodule:: paddlespeech.server.engine.tts.online
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.tts.online.onnx
+   paddlespeech.server.engine.tts.online.python

docs/source/api/paddlespeech.server.engine.tts.paddleinference.rst

+paddlespeech.server.engine.tts.paddleinference package
+======================================================
+
+.. automodule:: paddlespeech.server.engine.tts.paddleinference
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.tts.paddleinference.tts_engine

docs/source/api/paddlespeech.server.engine.tts.paddleinference.tts_engine.rst

+paddlespeech.server.engine.tts.paddleinference.tts\_engine module
+=================================================================
+
+.. automodule:: paddlespeech.server.engine.tts.paddleinference.tts_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.tts.python.rst

+paddlespeech.server.engine.tts.python package
+=============================================
+
+.. automodule:: paddlespeech.server.engine.tts.python
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.tts.python.tts_engine

docs/source/api/paddlespeech.server.engine.tts.python.tts_engine.rst

+paddlespeech.server.engine.tts.python.tts\_engine module
+========================================================
+
+.. automodule:: paddlespeech.server.engine.tts.python.tts_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.tts.rst

+paddlespeech.server.engine.tts package
+======================================
+
+.. automodule:: paddlespeech.server.engine.tts
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.tts.online
+   paddlespeech.server.engine.tts.paddleinference
+   paddlespeech.server.engine.tts.python

docs/source/api/paddlespeech.server.engine.vector.python.rst

+paddlespeech.server.engine.vector.python package
+================================================
+
+.. automodule:: paddlespeech.server.engine.vector.python
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.vector.python.vector_engine

docs/source/api/paddlespeech.server.engine.vector.python.vector_engine.rst

+paddlespeech.server.engine.vector.python.vector\_engine module
+==============================================================
+
+.. automodule:: paddlespeech.server.engine.vector.python.vector_engine
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.engine.vector.rst

+paddlespeech.server.engine.vector package
+=========================================
+
+.. automodule:: paddlespeech.server.engine.vector
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.engine.vector.python

docs/source/api/paddlespeech.server.entry.rst

+paddlespeech.server.entry module
+================================
+
+.. automodule:: paddlespeech.server.entry
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.executor.rst

+paddlespeech.server.executor module
+===================================
+
+.. automodule:: paddlespeech.server.executor
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.restful.acs_api.rst

+paddlespeech.server.restful.acs\_api module
+===========================================
+
+.. automodule:: paddlespeech.server.restful.acs_api
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.restful.api.rst

+paddlespeech.server.restful.api module
+======================================
+
+.. automodule:: paddlespeech.server.restful.api
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.restful.asr_api.rst

+paddlespeech.server.restful.asr\_api module
+===========================================
+
+.. automodule:: paddlespeech.server.restful.asr_api
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.restful.cls_api.rst

+paddlespeech.server.restful.cls\_api module
+===========================================
+
+.. automodule:: paddlespeech.server.restful.cls_api
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.restful.request.rst

+paddlespeech.server.restful.request module
+==========================================
+
+.. automodule:: paddlespeech.server.restful.request
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.restful.response.rst

+paddlespeech.server.restful.response module
+===========================================
+
+.. automodule:: paddlespeech.server.restful.response
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.restful.rst

+paddlespeech.server.restful package
+===================================
+
+.. automodule:: paddlespeech.server.restful
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.restful.acs_api
+   paddlespeech.server.restful.api
+   paddlespeech.server.restful.asr_api
+   paddlespeech.server.restful.cls_api
+   paddlespeech.server.restful.request
+   paddlespeech.server.restful.response
+   paddlespeech.server.restful.text_api
+   paddlespeech.server.restful.tts_api
+   paddlespeech.server.restful.vector_api

docs/source/api/paddlespeech.server.restful.text_api.rst

+paddlespeech.server.restful.text\_api module
+============================================
+
+.. automodule:: paddlespeech.server.restful.text_api
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.restful.tts_api.rst

+paddlespeech.server.restful.tts\_api module
+===========================================
+
+.. automodule:: paddlespeech.server.restful.tts_api
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.restful.vector_api.rst

+paddlespeech.server.restful.vector\_api module
+==============================================
+
+.. automodule:: paddlespeech.server.restful.vector_api
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.rst

+paddlespeech.server package
+===========================
+
+.. automodule:: paddlespeech.server
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.bin
+   paddlespeech.server.engine
+   paddlespeech.server.restful
+   paddlespeech.server.tests
+   paddlespeech.server.utils
+   paddlespeech.server.ws
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.base_commands
+   paddlespeech.server.entry
+   paddlespeech.server.executor
+   paddlespeech.server.util

docs/source/api/paddlespeech.server.tests.asr.offline.http_client.rst

+paddlespeech.server.tests.asr.offline.http\_client module
+=========================================================
+
+.. automodule:: paddlespeech.server.tests.asr.offline.http_client
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.tests.asr.offline.rst

+paddlespeech.server.tests.asr.offline package
+=============================================
+
+.. automodule:: paddlespeech.server.tests.asr.offline
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.tests.asr.offline.http_client

docs/source/api/paddlespeech.server.tests.asr.rst

+paddlespeech.server.tests.asr package
+=====================================
+
+.. automodule:: paddlespeech.server.tests.asr
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.tests.asr.offline

docs/source/api/paddlespeech.server.tests.rst

+paddlespeech.server.tests package
+=================================
+
+.. automodule:: paddlespeech.server.tests
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.tests.asr

docs/source/api/paddlespeech.server.util.rst

+paddlespeech.server.util module
+===============================
+
+.. automodule:: paddlespeech.server.util
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.utils.audio_handler.rst

+paddlespeech.server.utils.audio\_handler module
+===============================================
+
+.. automodule:: paddlespeech.server.utils.audio_handler
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.utils.audio_process.rst

+paddlespeech.server.utils.audio\_process module
+===============================================
+
+.. automodule:: paddlespeech.server.utils.audio_process
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.utils.buffer.rst

+paddlespeech.server.utils.buffer module
+=======================================
+
+.. automodule:: paddlespeech.server.utils.buffer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.utils.config.rst

+paddlespeech.server.utils.config module
+=======================================
+
+.. automodule:: paddlespeech.server.utils.config
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.utils.errors.rst

+paddlespeech.server.utils.errors module
+=======================================
+
+.. automodule:: paddlespeech.server.utils.errors
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.utils.exception.rst

+paddlespeech.server.utils.exception module
+==========================================
+
+.. automodule:: paddlespeech.server.utils.exception
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.utils.log.rst

+paddlespeech.server.utils.log module
+====================================
+
+.. automodule:: paddlespeech.server.utils.log
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.utils.onnx_infer.rst

+paddlespeech.server.utils.onnx\_infer module
+============================================
+
+.. automodule:: paddlespeech.server.utils.onnx_infer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.utils.paddle_predictor.rst

+paddlespeech.server.utils.paddle\_predictor module
+==================================================
+
+.. automodule:: paddlespeech.server.utils.paddle_predictor
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.utils.rst

+paddlespeech.server.utils package
+=================================
+
+.. automodule:: paddlespeech.server.utils
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.utils.audio_handler
+   paddlespeech.server.utils.audio_process
+   paddlespeech.server.utils.buffer
+   paddlespeech.server.utils.config
+   paddlespeech.server.utils.errors
+   paddlespeech.server.utils.exception
+   paddlespeech.server.utils.log
+   paddlespeech.server.utils.onnx_infer
+   paddlespeech.server.utils.paddle_predictor
+   paddlespeech.server.utils.util
+   paddlespeech.server.utils.vad

docs/source/api/paddlespeech.server.utils.util.rst

+paddlespeech.server.utils.util module
+=====================================
+
+.. automodule:: paddlespeech.server.utils.util
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.utils.vad.rst

+paddlespeech.server.utils.vad module
+====================================
+
+.. automodule:: paddlespeech.server.utils.vad
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.ws.api.rst

+paddlespeech.server.ws.api module
+=================================
+
+.. automodule:: paddlespeech.server.ws.api
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.ws.asr_api.rst

+paddlespeech.server.ws.asr\_api module
+======================================
+
+.. automodule:: paddlespeech.server.ws.asr_api
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.server.ws.rst

+paddlespeech.server.ws package
+==============================
+
+.. automodule:: paddlespeech.server.ws
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.server.ws.api
+   paddlespeech.server.ws.asr_api
+   paddlespeech.server.ws.tts_api

docs/source/api/paddlespeech.server.ws.tts_api.rst

+paddlespeech.server.ws.tts\_api module
+======================================
+
+.. automodule:: paddlespeech.server.ws.tts_api
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.audio.audio.rst

+paddlespeech.t2s.audio.audio module
+===================================
+
+.. automodule:: paddlespeech.t2s.audio.audio
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.audio.codec.rst

+paddlespeech.t2s.audio.codec module
+===================================
+
+.. automodule:: paddlespeech.t2s.audio.codec
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.audio.rst

+paddlespeech.t2s.audio package
+==============================
+
+.. automodule:: paddlespeech.t2s.audio
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.audio.audio
+   paddlespeech.t2s.audio.codec
+   paddlespeech.t2s.audio.spec_normalizer

docs/source/api/paddlespeech.t2s.audio.spec_normalizer.rst

+paddlespeech.t2s.audio.spec\_normalizer module
+==============================================
+
+.. automodule:: paddlespeech.t2s.audio.spec_normalizer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.datasets.am_batch_fn.rst

+paddlespeech.t2s.datasets.am\_batch\_fn module
+==============================================
+
+.. automodule:: paddlespeech.t2s.datasets.am_batch_fn
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.datasets.batch.rst

+paddlespeech.t2s.datasets.batch module
+======================================
+
+.. automodule:: paddlespeech.t2s.datasets.batch
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.datasets.data_table.rst

+paddlespeech.t2s.datasets.data\_table module
+============================================
+
+.. automodule:: paddlespeech.t2s.datasets.data_table
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.datasets.dataset.rst

+paddlespeech.t2s.datasets.dataset module
+========================================
+
+.. automodule:: paddlespeech.t2s.datasets.dataset
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.datasets.get_feats.rst

+paddlespeech.t2s.datasets.get\_feats module
+===========================================
+
+.. automodule:: paddlespeech.t2s.datasets.get_feats
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.datasets.ljspeech.rst

+paddlespeech.t2s.datasets.ljspeech module
+=========================================
+
+.. automodule:: paddlespeech.t2s.datasets.ljspeech
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.datasets.preprocess_utils.rst

+paddlespeech.t2s.datasets.preprocess\_utils module
+==================================================
+
+.. automodule:: paddlespeech.t2s.datasets.preprocess_utils
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.datasets.rst

+paddlespeech.t2s.datasets package
+=================================
+
+.. automodule:: paddlespeech.t2s.datasets
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.datasets.am_batch_fn
+   paddlespeech.t2s.datasets.batch
+   paddlespeech.t2s.datasets.data_table
+   paddlespeech.t2s.datasets.dataset
+   paddlespeech.t2s.datasets.get_feats
+   paddlespeech.t2s.datasets.ljspeech
+   paddlespeech.t2s.datasets.preprocess_utils
+   paddlespeech.t2s.datasets.vocoder_batch_fn

docs/source/api/paddlespeech.t2s.datasets.vocoder_batch_fn.rst

+paddlespeech.t2s.datasets.vocoder\_batch\_fn module
+===================================================
+
+.. automodule:: paddlespeech.t2s.datasets.vocoder_batch_fn
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.fastspeech2.gen_gta_mel.rst

+paddlespeech.t2s.exps.fastspeech2.gen\_gta\_mel module
+======================================================
+
+.. automodule:: paddlespeech.t2s.exps.fastspeech2.gen_gta_mel
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.fastspeech2.normalize.rst

+paddlespeech.t2s.exps.fastspeech2.normalize module
+==================================================
+
+.. automodule:: paddlespeech.t2s.exps.fastspeech2.normalize
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.fastspeech2.preprocess.rst

+paddlespeech.t2s.exps.fastspeech2.preprocess module
+===================================================
+
+.. automodule:: paddlespeech.t2s.exps.fastspeech2.preprocess
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.fastspeech2.rst

+paddlespeech.t2s.exps.fastspeech2 package
+=========================================
+
+.. automodule:: paddlespeech.t2s.exps.fastspeech2
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.exps.fastspeech2.gen_gta_mel
+   paddlespeech.t2s.exps.fastspeech2.normalize
+   paddlespeech.t2s.exps.fastspeech2.preprocess
+   paddlespeech.t2s.exps.fastspeech2.train

docs/source/api/paddlespeech.t2s.exps.fastspeech2.train.rst

+paddlespeech.t2s.exps.fastspeech2.train module
+==============================================
+
+.. automodule:: paddlespeech.t2s.exps.fastspeech2.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.gan_vocoder.hifigan.rst

+paddlespeech.t2s.exps.gan\_vocoder.hifigan package
+==================================================
+
+.. automodule:: paddlespeech.t2s.exps.gan_vocoder.hifigan
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.exps.gan_vocoder.hifigan.train

docs/source/api/paddlespeech.t2s.exps.gan_vocoder.hifigan.train.rst

+paddlespeech.t2s.exps.gan\_vocoder.hifigan.train module
+=======================================================
+
+.. automodule:: paddlespeech.t2s.exps.gan_vocoder.hifigan.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.gan_vocoder.multi_band_melgan.rst

+paddlespeech.t2s.exps.gan\_vocoder.multi\_band\_melgan package
+==============================================================
+
+.. automodule:: paddlespeech.t2s.exps.gan_vocoder.multi_band_melgan
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.exps.gan_vocoder.multi_band_melgan.train

docs/source/api/paddlespeech.t2s.exps.gan_vocoder.multi_band_melgan.train.rst

+paddlespeech.t2s.exps.gan\_vocoder.multi\_band\_melgan.train module
+===================================================================
+
+.. automodule:: paddlespeech.t2s.exps.gan_vocoder.multi_band_melgan.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.gan_vocoder.normalize.rst

+paddlespeech.t2s.exps.gan\_vocoder.normalize module
+===================================================
+
+.. automodule:: paddlespeech.t2s.exps.gan_vocoder.normalize
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.gan_vocoder.parallelwave_gan.rst

+paddlespeech.t2s.exps.gan\_vocoder.parallelwave\_gan package
+============================================================
+
+.. automodule:: paddlespeech.t2s.exps.gan_vocoder.parallelwave_gan
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.exps.gan_vocoder.parallelwave_gan.synthesize_from_wav
+   paddlespeech.t2s.exps.gan_vocoder.parallelwave_gan.train

docs/source/api/paddlespeech.t2s.exps.gan_vocoder.parallelwave_gan.synthesize_from_wav.rst

+paddlespeech.t2s.exps.gan\_vocoder.parallelwave\_gan.synthesize\_from\_wav module
+=================================================================================
+
+.. automodule:: paddlespeech.t2s.exps.gan_vocoder.parallelwave_gan.synthesize_from_wav
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.gan_vocoder.parallelwave_gan.train.rst

+paddlespeech.t2s.exps.gan\_vocoder.parallelwave\_gan.train module
+=================================================================
+
+.. automodule:: paddlespeech.t2s.exps.gan_vocoder.parallelwave_gan.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.gan_vocoder.preprocess.rst

+paddlespeech.t2s.exps.gan\_vocoder.preprocess module
+====================================================
+
+.. automodule:: paddlespeech.t2s.exps.gan_vocoder.preprocess
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.gan_vocoder.rst

+paddlespeech.t2s.exps.gan\_vocoder package
+==========================================
+
+.. automodule:: paddlespeech.t2s.exps.gan_vocoder
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.exps.gan_vocoder.hifigan
+   paddlespeech.t2s.exps.gan_vocoder.multi_band_melgan
+   paddlespeech.t2s.exps.gan_vocoder.parallelwave_gan
+   paddlespeech.t2s.exps.gan_vocoder.style_melgan
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.exps.gan_vocoder.normalize
+   paddlespeech.t2s.exps.gan_vocoder.preprocess
+   paddlespeech.t2s.exps.gan_vocoder.synthesize

docs/source/api/paddlespeech.t2s.exps.gan_vocoder.style_melgan.rst

+paddlespeech.t2s.exps.gan\_vocoder.style\_melgan package
+========================================================
+
+.. automodule:: paddlespeech.t2s.exps.gan_vocoder.style_melgan
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.exps.gan_vocoder.style_melgan.train

docs/source/api/paddlespeech.t2s.exps.gan_vocoder.style_melgan.train.rst

+paddlespeech.t2s.exps.gan\_vocoder.style\_melgan.train module
+=============================================================
+
+.. automodule:: paddlespeech.t2s.exps.gan_vocoder.style_melgan.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.gan_vocoder.synthesize.rst

+paddlespeech.t2s.exps.gan\_vocoder.synthesize module
+====================================================
+
+.. automodule:: paddlespeech.t2s.exps.gan_vocoder.synthesize
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.inference.rst

+paddlespeech.t2s.exps.inference module
+======================================
+
+.. automodule:: paddlespeech.t2s.exps.inference
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.inference_streaming.rst

+paddlespeech.t2s.exps.inference\_streaming module
+=================================================
+
+.. automodule:: paddlespeech.t2s.exps.inference_streaming
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.ort_predict.rst

+paddlespeech.t2s.exps.ort\_predict module
+=========================================
+
+.. automodule:: paddlespeech.t2s.exps.ort_predict
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.ort_predict_e2e.rst

+paddlespeech.t2s.exps.ort\_predict\_e2e module
+==============================================
+
+.. automodule:: paddlespeech.t2s.exps.ort_predict_e2e
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.ort_predict_streaming.rst

+paddlespeech.t2s.exps.ort\_predict\_streaming module
+====================================================
+
+.. automodule:: paddlespeech.t2s.exps.ort_predict_streaming
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.rst

+paddlespeech.t2s.exps package
+=============================
+
+.. automodule:: paddlespeech.t2s.exps
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.exps.fastspeech2
+   paddlespeech.t2s.exps.gan_vocoder
+   paddlespeech.t2s.exps.speedyspeech
+   paddlespeech.t2s.exps.tacotron2
+   paddlespeech.t2s.exps.transformer_tts
+   paddlespeech.t2s.exps.waveflow
+   paddlespeech.t2s.exps.wavernn
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.exps.inference
+   paddlespeech.t2s.exps.inference_streaming
+   paddlespeech.t2s.exps.ort_predict
+   paddlespeech.t2s.exps.ort_predict_e2e
+   paddlespeech.t2s.exps.ort_predict_streaming
+   paddlespeech.t2s.exps.syn_utils
+   paddlespeech.t2s.exps.synthesize
+   paddlespeech.t2s.exps.synthesize_e2e
+   paddlespeech.t2s.exps.synthesize_streaming
+   paddlespeech.t2s.exps.voice_cloning

docs/source/api/paddlespeech.t2s.exps.speedyspeech.gen_gta_mel.rst

+paddlespeech.t2s.exps.speedyspeech.gen\_gta\_mel module
+=======================================================
+
+.. automodule:: paddlespeech.t2s.exps.speedyspeech.gen_gta_mel
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.speedyspeech.inference.rst

+paddlespeech.t2s.exps.speedyspeech.inference module
+===================================================
+
+.. automodule:: paddlespeech.t2s.exps.speedyspeech.inference
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.speedyspeech.normalize.rst

+paddlespeech.t2s.exps.speedyspeech.normalize module
+===================================================
+
+.. automodule:: paddlespeech.t2s.exps.speedyspeech.normalize
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.speedyspeech.preprocess.rst

+paddlespeech.t2s.exps.speedyspeech.preprocess module
+====================================================
+
+.. automodule:: paddlespeech.t2s.exps.speedyspeech.preprocess
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.speedyspeech.rst

+paddlespeech.t2s.exps.speedyspeech package
+==========================================
+
+.. automodule:: paddlespeech.t2s.exps.speedyspeech
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.exps.speedyspeech.gen_gta_mel
+   paddlespeech.t2s.exps.speedyspeech.inference
+   paddlespeech.t2s.exps.speedyspeech.normalize
+   paddlespeech.t2s.exps.speedyspeech.preprocess
+   paddlespeech.t2s.exps.speedyspeech.synthesize_e2e
+   paddlespeech.t2s.exps.speedyspeech.train

docs/source/api/paddlespeech.t2s.exps.speedyspeech.synthesize_e2e.rst

+paddlespeech.t2s.exps.speedyspeech.synthesize\_e2e module
+=========================================================
+
+.. automodule:: paddlespeech.t2s.exps.speedyspeech.synthesize_e2e
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.speedyspeech.train.rst

+paddlespeech.t2s.exps.speedyspeech.train module
+===============================================
+
+.. automodule:: paddlespeech.t2s.exps.speedyspeech.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.syn_utils.rst

+paddlespeech.t2s.exps.syn\_utils module
+=======================================
+
+.. automodule:: paddlespeech.t2s.exps.syn_utils
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.synthesize.rst

+paddlespeech.t2s.exps.synthesize module
+=======================================
+
+.. automodule:: paddlespeech.t2s.exps.synthesize
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.synthesize_e2e.rst

+paddlespeech.t2s.exps.synthesize\_e2e module
+============================================
+
+.. automodule:: paddlespeech.t2s.exps.synthesize_e2e
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.synthesize_streaming.rst

+paddlespeech.t2s.exps.synthesize\_streaming module
+==================================================
+
+.. automodule:: paddlespeech.t2s.exps.synthesize_streaming
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.tacotron2.normalize.rst

+paddlespeech.t2s.exps.tacotron2.normalize module
+================================================
+
+.. automodule:: paddlespeech.t2s.exps.tacotron2.normalize
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.tacotron2.preprocess.rst

+paddlespeech.t2s.exps.tacotron2.preprocess module
+=================================================
+
+.. automodule:: paddlespeech.t2s.exps.tacotron2.preprocess
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.tacotron2.rst

+paddlespeech.t2s.exps.tacotron2 package
+=======================================
+
+.. automodule:: paddlespeech.t2s.exps.tacotron2
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.exps.tacotron2.normalize
+   paddlespeech.t2s.exps.tacotron2.preprocess
+   paddlespeech.t2s.exps.tacotron2.train

docs/source/api/paddlespeech.t2s.exps.tacotron2.train.rst

+paddlespeech.t2s.exps.tacotron2.train module
+============================================
+
+.. automodule:: paddlespeech.t2s.exps.tacotron2.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.transformer_tts.normalize.rst

+paddlespeech.t2s.exps.transformer\_tts.normalize module
+=======================================================
+
+.. automodule:: paddlespeech.t2s.exps.transformer_tts.normalize
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.transformer_tts.preprocess.rst

+paddlespeech.t2s.exps.transformer\_tts.preprocess module
+========================================================
+
+.. automodule:: paddlespeech.t2s.exps.transformer_tts.preprocess
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.transformer_tts.rst

+paddlespeech.t2s.exps.transformer\_tts package
+==============================================
+
+.. automodule:: paddlespeech.t2s.exps.transformer_tts
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.exps.transformer_tts.normalize
+   paddlespeech.t2s.exps.transformer_tts.preprocess
+   paddlespeech.t2s.exps.transformer_tts.synthesize
+   paddlespeech.t2s.exps.transformer_tts.synthesize_e2e
+   paddlespeech.t2s.exps.transformer_tts.train

docs/source/api/paddlespeech.t2s.exps.transformer_tts.synthesize.rst

+paddlespeech.t2s.exps.transformer\_tts.synthesize module
+========================================================
+
+.. automodule:: paddlespeech.t2s.exps.transformer_tts.synthesize
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.transformer_tts.synthesize_e2e.rst

+paddlespeech.t2s.exps.transformer\_tts.synthesize\_e2e module
+=============================================================
+
+.. automodule:: paddlespeech.t2s.exps.transformer_tts.synthesize_e2e
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.transformer_tts.train.rst

+paddlespeech.t2s.exps.transformer\_tts.train module
+===================================================
+
+.. automodule:: paddlespeech.t2s.exps.transformer_tts.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.voice_cloning.rst

+paddlespeech.t2s.exps.voice\_cloning module
+===========================================
+
+.. automodule:: paddlespeech.t2s.exps.voice_cloning
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.waveflow.config.rst

+paddlespeech.t2s.exps.waveflow.config module
+============================================
+
+.. automodule:: paddlespeech.t2s.exps.waveflow.config
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.waveflow.ljspeech.rst

+paddlespeech.t2s.exps.waveflow.ljspeech module
+==============================================
+
+.. automodule:: paddlespeech.t2s.exps.waveflow.ljspeech
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.waveflow.preprocess.rst

+paddlespeech.t2s.exps.waveflow.preprocess module
+================================================
+
+.. automodule:: paddlespeech.t2s.exps.waveflow.preprocess
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.waveflow.rst

+paddlespeech.t2s.exps.waveflow package
+======================================
+
+.. automodule:: paddlespeech.t2s.exps.waveflow
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.exps.waveflow.config
+   paddlespeech.t2s.exps.waveflow.ljspeech
+   paddlespeech.t2s.exps.waveflow.preprocess
+   paddlespeech.t2s.exps.waveflow.synthesize
+   paddlespeech.t2s.exps.waveflow.train

docs/source/api/paddlespeech.t2s.exps.waveflow.synthesize.rst

+paddlespeech.t2s.exps.waveflow.synthesize module
+================================================
+
+.. automodule:: paddlespeech.t2s.exps.waveflow.synthesize
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.waveflow.train.rst

+paddlespeech.t2s.exps.waveflow.train module
+===========================================
+
+.. automodule:: paddlespeech.t2s.exps.waveflow.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.wavernn.rst

+paddlespeech.t2s.exps.wavernn package
+=====================================
+
+.. automodule:: paddlespeech.t2s.exps.wavernn
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.exps.wavernn.synthesize
+   paddlespeech.t2s.exps.wavernn.train

docs/source/api/paddlespeech.t2s.exps.wavernn.synthesize.rst

+paddlespeech.t2s.exps.wavernn.synthesize module
+===============================================
+
+.. automodule:: paddlespeech.t2s.exps.wavernn.synthesize
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.exps.wavernn.train.rst

+paddlespeech.t2s.exps.wavernn.train module
+==========================================
+
+.. automodule:: paddlespeech.t2s.exps.wavernn.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.arpabet.rst

+paddlespeech.t2s.frontend.arpabet module
+========================================
+
+.. automodule:: paddlespeech.t2s.frontend.arpabet
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.generate_lexicon.rst

+paddlespeech.t2s.frontend.generate\_lexicon module
+==================================================
+
+.. automodule:: paddlespeech.t2s.frontend.generate_lexicon
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.normalizer.abbrrviation.rst

+paddlespeech.t2s.frontend.normalizer.abbrrviation module
+========================================================
+
+.. automodule:: paddlespeech.t2s.frontend.normalizer.abbrrviation
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.normalizer.acronyms.rst

+paddlespeech.t2s.frontend.normalizer.acronyms module
+====================================================
+
+.. automodule:: paddlespeech.t2s.frontend.normalizer.acronyms
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.normalizer.normalizer.rst

+paddlespeech.t2s.frontend.normalizer.normalizer module
+======================================================
+
+.. automodule:: paddlespeech.t2s.frontend.normalizer.normalizer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.normalizer.numbers.rst

+paddlespeech.t2s.frontend.normalizer.numbers module
+===================================================
+
+.. automodule:: paddlespeech.t2s.frontend.normalizer.numbers
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.normalizer.rst

+paddlespeech.t2s.frontend.normalizer package
+============================================
+
+.. automodule:: paddlespeech.t2s.frontend.normalizer
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.frontend.normalizer.abbrrviation
+   paddlespeech.t2s.frontend.normalizer.acronyms
+   paddlespeech.t2s.frontend.normalizer.normalizer
+   paddlespeech.t2s.frontend.normalizer.numbers
+   paddlespeech.t2s.frontend.normalizer.width

docs/source/api/paddlespeech.t2s.frontend.normalizer.width.rst

+paddlespeech.t2s.frontend.normalizer.width module
+=================================================
+
+.. automodule:: paddlespeech.t2s.frontend.normalizer.width
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.phonectic.rst

+paddlespeech.t2s.frontend.phonectic module
+==========================================
+
+.. automodule:: paddlespeech.t2s.frontend.phonectic
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.punctuation.rst

+paddlespeech.t2s.frontend.punctuation module
+============================================
+
+.. automodule:: paddlespeech.t2s.frontend.punctuation
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.rst

+paddlespeech.t2s.frontend package
+=================================
+
+.. automodule:: paddlespeech.t2s.frontend
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.frontend.normalizer
+   paddlespeech.t2s.frontend.zh_normalization
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.frontend.arpabet
+   paddlespeech.t2s.frontend.generate_lexicon
+   paddlespeech.t2s.frontend.phonectic
+   paddlespeech.t2s.frontend.punctuation
+   paddlespeech.t2s.frontend.tone_sandhi
+   paddlespeech.t2s.frontend.vocab
+   paddlespeech.t2s.frontend.zh_frontend

docs/source/api/paddlespeech.t2s.frontend.tone_sandhi.rst

+paddlespeech.t2s.frontend.tone\_sandhi module
+=============================================
+
+.. automodule:: paddlespeech.t2s.frontend.tone_sandhi
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.vocab.rst

+paddlespeech.t2s.frontend.vocab module
+======================================
+
+.. automodule:: paddlespeech.t2s.frontend.vocab
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.zh_frontend.rst

+paddlespeech.t2s.frontend.zh\_frontend module
+=============================================
+
+.. automodule:: paddlespeech.t2s.frontend.zh_frontend
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.zh_normalization.char_convert.rst

+paddlespeech.t2s.frontend.zh\_normalization.char\_convert module
+================================================================
+
+.. automodule:: paddlespeech.t2s.frontend.zh_normalization.char_convert
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.zh_normalization.chronology.rst

+paddlespeech.t2s.frontend.zh\_normalization.chronology module
+=============================================================
+
+.. automodule:: paddlespeech.t2s.frontend.zh_normalization.chronology
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.zh_normalization.constants.rst

+paddlespeech.t2s.frontend.zh\_normalization.constants module
+============================================================
+
+.. automodule:: paddlespeech.t2s.frontend.zh_normalization.constants
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.zh_normalization.num.rst

+paddlespeech.t2s.frontend.zh\_normalization.num module
+======================================================
+
+.. automodule:: paddlespeech.t2s.frontend.zh_normalization.num
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.zh_normalization.phonecode.rst

+paddlespeech.t2s.frontend.zh\_normalization.phonecode module
+============================================================
+
+.. automodule:: paddlespeech.t2s.frontend.zh_normalization.phonecode
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.zh_normalization.quantifier.rst

+paddlespeech.t2s.frontend.zh\_normalization.quantifier module
+=============================================================
+
+.. automodule:: paddlespeech.t2s.frontend.zh_normalization.quantifier
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.frontend.zh_normalization.rst

+paddlespeech.t2s.frontend.zh\_normalization package
+===================================================
+
+.. automodule:: paddlespeech.t2s.frontend.zh_normalization
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.frontend.zh_normalization.char_convert
+   paddlespeech.t2s.frontend.zh_normalization.chronology
+   paddlespeech.t2s.frontend.zh_normalization.constants
+   paddlespeech.t2s.frontend.zh_normalization.num
+   paddlespeech.t2s.frontend.zh_normalization.phonecode
+   paddlespeech.t2s.frontend.zh_normalization.quantifier
+   paddlespeech.t2s.frontend.zh_normalization.text_normlization

docs/source/api/paddlespeech.t2s.frontend.zh_normalization.text_normlization.rst

+paddlespeech.t2s.frontend.zh\_normalization.text\_normlization module
+=====================================================================
+
+.. automodule:: paddlespeech.t2s.frontend.zh_normalization.text_normlization
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.ernie_sat.mlm.rst

+paddlespeech.t2s.models.ernie\_sat.mlm module
+=============================================
+
+.. automodule:: paddlespeech.t2s.models.ernie_sat.mlm
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.ernie_sat.rst

+paddlespeech.t2s.models.ernie\_sat package
+==========================================
+
+.. automodule:: paddlespeech.t2s.models.ernie_sat
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.models.ernie_sat.mlm

docs/source/api/paddlespeech.t2s.models.fastspeech2.fastspeech2.rst

+paddlespeech.t2s.models.fastspeech2.fastspeech2 module
+======================================================
+
+.. automodule:: paddlespeech.t2s.models.fastspeech2.fastspeech2
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.fastspeech2.fastspeech2_updater.rst

+paddlespeech.t2s.models.fastspeech2.fastspeech2\_updater module
+===============================================================
+
+.. automodule:: paddlespeech.t2s.models.fastspeech2.fastspeech2_updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.fastspeech2.rst

+paddlespeech.t2s.models.fastspeech2 package
+===========================================
+
+.. automodule:: paddlespeech.t2s.models.fastspeech2
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.models.fastspeech2.fastspeech2
+   paddlespeech.t2s.models.fastspeech2.fastspeech2_updater

docs/source/api/paddlespeech.t2s.models.hifigan.hifigan.rst

+paddlespeech.t2s.models.hifigan.hifigan module
+==============================================
+
+.. automodule:: paddlespeech.t2s.models.hifigan.hifigan
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.hifigan.hifigan_updater.rst

+paddlespeech.t2s.models.hifigan.hifigan\_updater module
+=======================================================
+
+.. automodule:: paddlespeech.t2s.models.hifigan.hifigan_updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.hifigan.rst

+paddlespeech.t2s.models.hifigan package
+=======================================
+
+.. automodule:: paddlespeech.t2s.models.hifigan
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.models.hifigan.hifigan
+   paddlespeech.t2s.models.hifigan.hifigan_updater

docs/source/api/paddlespeech.t2s.models.melgan.melgan.rst

+paddlespeech.t2s.models.melgan.melgan module
+============================================
+
+.. automodule:: paddlespeech.t2s.models.melgan.melgan
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.melgan.multi_band_melgan_updater.rst

+paddlespeech.t2s.models.melgan.multi\_band\_melgan\_updater module
+==================================================================
+
+.. automodule:: paddlespeech.t2s.models.melgan.multi_band_melgan_updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.melgan.rst

+paddlespeech.t2s.models.melgan package
+======================================
+
+.. automodule:: paddlespeech.t2s.models.melgan
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.models.melgan.melgan
+   paddlespeech.t2s.models.melgan.multi_band_melgan_updater
+   paddlespeech.t2s.models.melgan.style_melgan
+   paddlespeech.t2s.models.melgan.style_melgan_updater

docs/source/api/paddlespeech.t2s.models.melgan.style_melgan.rst

+paddlespeech.t2s.models.melgan.style\_melgan module
+===================================================
+
+.. automodule:: paddlespeech.t2s.models.melgan.style_melgan
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.melgan.style_melgan_updater.rst

+paddlespeech.t2s.models.melgan.style\_melgan\_updater module
+============================================================
+
+.. automodule:: paddlespeech.t2s.models.melgan.style_melgan_updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.parallel_wavegan.parallel_wavegan.rst

+paddlespeech.t2s.models.parallel\_wavegan.parallel\_wavegan module
+==================================================================
+
+.. automodule:: paddlespeech.t2s.models.parallel_wavegan.parallel_wavegan
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.parallel_wavegan.parallel_wavegan_updater.rst

+paddlespeech.t2s.models.parallel\_wavegan.parallel\_wavegan\_updater module
+===========================================================================
+
+.. automodule:: paddlespeech.t2s.models.parallel_wavegan.parallel_wavegan_updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.parallel_wavegan.rst

+paddlespeech.t2s.models.parallel\_wavegan package
+=================================================
+
+.. automodule:: paddlespeech.t2s.models.parallel_wavegan
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.models.parallel_wavegan.parallel_wavegan
+   paddlespeech.t2s.models.parallel_wavegan.parallel_wavegan_updater

docs/source/api/paddlespeech.t2s.models.rst

+paddlespeech.t2s.models package
+===============================
+
+.. automodule:: paddlespeech.t2s.models
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.models.ernie_sat
+   paddlespeech.t2s.models.fastspeech2
+   paddlespeech.t2s.models.hifigan
+   paddlespeech.t2s.models.melgan
+   paddlespeech.t2s.models.parallel_wavegan
+   paddlespeech.t2s.models.speedyspeech
+   paddlespeech.t2s.models.tacotron2
+   paddlespeech.t2s.models.transformer_tts
+   paddlespeech.t2s.models.vits
+   paddlespeech.t2s.models.wavernn
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.models.waveflow

docs/source/api/paddlespeech.t2s.models.speedyspeech.rst

+paddlespeech.t2s.models.speedyspeech package
+============================================
+
+.. automodule:: paddlespeech.t2s.models.speedyspeech
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.models.speedyspeech.speedyspeech
+   paddlespeech.t2s.models.speedyspeech.speedyspeech_updater

docs/source/api/paddlespeech.t2s.models.speedyspeech.speedyspeech.rst

+paddlespeech.t2s.models.speedyspeech.speedyspeech module
+========================================================
+
+.. automodule:: paddlespeech.t2s.models.speedyspeech.speedyspeech
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.speedyspeech.speedyspeech_updater.rst

+paddlespeech.t2s.models.speedyspeech.speedyspeech\_updater module
+=================================================================
+
+.. automodule:: paddlespeech.t2s.models.speedyspeech.speedyspeech_updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.tacotron2.rst

+paddlespeech.t2s.models.tacotron2 package
+=========================================
+
+.. automodule:: paddlespeech.t2s.models.tacotron2
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.models.tacotron2.tacotron2
+   paddlespeech.t2s.models.tacotron2.tacotron2_updater

docs/source/api/paddlespeech.t2s.models.tacotron2.tacotron2.rst

+paddlespeech.t2s.models.tacotron2.tacotron2 module
+==================================================
+
+.. automodule:: paddlespeech.t2s.models.tacotron2.tacotron2
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.tacotron2.tacotron2_updater.rst

+paddlespeech.t2s.models.tacotron2.tacotron2\_updater module
+===========================================================
+
+.. automodule:: paddlespeech.t2s.models.tacotron2.tacotron2_updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.transformer_tts.rst

+paddlespeech.t2s.models.transformer\_tts package
+================================================
+
+.. automodule:: paddlespeech.t2s.models.transformer_tts
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.models.transformer_tts.transformer_tts
+   paddlespeech.t2s.models.transformer_tts.transformer_tts_updater

docs/source/api/paddlespeech.t2s.models.transformer_tts.transformer_tts.rst

+paddlespeech.t2s.models.transformer\_tts.transformer\_tts module
+================================================================
+
+.. automodule:: paddlespeech.t2s.models.transformer_tts.transformer_tts
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.transformer_tts.transformer_tts_updater.rst

+paddlespeech.t2s.models.transformer\_tts.transformer\_tts\_updater module
+=========================================================================
+
+.. automodule:: paddlespeech.t2s.models.transformer_tts.transformer_tts_updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.vits.duration_predictor.rst

+paddlespeech.t2s.models.vits.duration\_predictor module
+=======================================================
+
+.. automodule:: paddlespeech.t2s.models.vits.duration_predictor
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.vits.flow.rst

+paddlespeech.t2s.models.vits.flow module
+========================================
+
+.. automodule:: paddlespeech.t2s.models.vits.flow
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.vits.generator.rst

+paddlespeech.t2s.models.vits.generator module
+=============================================
+
+.. automodule:: paddlespeech.t2s.models.vits.generator
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.vits.posterior_encoder.rst

+paddlespeech.t2s.models.vits.posterior\_encoder module
+======================================================
+
+.. automodule:: paddlespeech.t2s.models.vits.posterior_encoder
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.vits.residual_coupling.rst

+paddlespeech.t2s.models.vits.residual\_coupling module
+======================================================
+
+.. automodule:: paddlespeech.t2s.models.vits.residual_coupling
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.vits.rst

+paddlespeech.t2s.models.vits package
+====================================
+
+.. automodule:: paddlespeech.t2s.models.vits
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.models.vits.monotonic_align
+   paddlespeech.t2s.models.vits.wavenet
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.models.vits.duration_predictor
+   paddlespeech.t2s.models.vits.flow
+   paddlespeech.t2s.models.vits.generator
+   paddlespeech.t2s.models.vits.posterior_encoder
+   paddlespeech.t2s.models.vits.residual_coupling
+   paddlespeech.t2s.models.vits.text_encoder
+   paddlespeech.t2s.models.vits.transform
+   paddlespeech.t2s.models.vits.vits
+   paddlespeech.t2s.models.vits.vits_updater

docs/source/api/paddlespeech.t2s.models.vits.text_encoder.rst

+paddlespeech.t2s.models.vits.text\_encoder module
+=================================================
+
+.. automodule:: paddlespeech.t2s.models.vits.text_encoder
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.vits.transform.rst

+paddlespeech.t2s.models.vits.transform module
+=============================================
+
+.. automodule:: paddlespeech.t2s.models.vits.transform
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.vits.vits.rst

+paddlespeech.t2s.models.vits.vits module
+========================================
+
+.. automodule:: paddlespeech.t2s.models.vits.vits
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.vits.vits_updater.rst

+paddlespeech.t2s.models.vits.vits\_updater module
+=================================================
+
+.. automodule:: paddlespeech.t2s.models.vits.vits_updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.vits.wavenet.residual_block.rst

+paddlespeech.t2s.models.vits.wavenet.residual\_block module
+===========================================================
+
+.. automodule:: paddlespeech.t2s.models.vits.wavenet.residual_block
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.vits.wavenet.rst

+paddlespeech.t2s.models.vits.wavenet package
+============================================
+
+.. automodule:: paddlespeech.t2s.models.vits.wavenet
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.models.vits.wavenet.residual_block
+   paddlespeech.t2s.models.vits.wavenet.wavenet

docs/source/api/paddlespeech.t2s.models.vits.wavenet.wavenet.rst

+paddlespeech.t2s.models.vits.wavenet.wavenet module
+===================================================
+
+.. automodule:: paddlespeech.t2s.models.vits.wavenet.wavenet
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.waveflow.rst

+paddlespeech.t2s.models.waveflow module
+=======================================
+
+.. automodule:: paddlespeech.t2s.models.waveflow
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.wavernn.rst

+paddlespeech.t2s.models.wavernn package
+=======================================
+
+.. automodule:: paddlespeech.t2s.models.wavernn
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.models.wavernn.wavernn
+   paddlespeech.t2s.models.wavernn.wavernn_updater

docs/source/api/paddlespeech.t2s.models.wavernn.wavernn.rst

+paddlespeech.t2s.models.wavernn.wavernn module
+==============================================
+
+.. automodule:: paddlespeech.t2s.models.wavernn.wavernn
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.models.wavernn.wavernn_updater.rst

+paddlespeech.t2s.models.wavernn.wavernn\_updater module
+=======================================================
+
+.. automodule:: paddlespeech.t2s.models.wavernn.wavernn_updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.activation.rst

+paddlespeech.t2s.modules.activation module
+==========================================
+
+.. automodule:: paddlespeech.t2s.modules.activation
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.causal_conv.rst

+paddlespeech.t2s.modules.causal\_conv module
+============================================
+
+.. automodule:: paddlespeech.t2s.modules.causal_conv
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.conformer.convolution.rst

+paddlespeech.t2s.modules.conformer.convolution module
+=====================================================
+
+.. automodule:: paddlespeech.t2s.modules.conformer.convolution
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.conformer.encoder_layer.rst

+paddlespeech.t2s.modules.conformer.encoder\_layer module
+========================================================
+
+.. automodule:: paddlespeech.t2s.modules.conformer.encoder_layer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.conformer.rst

+paddlespeech.t2s.modules.conformer package
+==========================================
+
+.. automodule:: paddlespeech.t2s.modules.conformer
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.modules.conformer.convolution
+   paddlespeech.t2s.modules.conformer.encoder_layer

docs/source/api/paddlespeech.t2s.modules.conv.rst

+paddlespeech.t2s.modules.conv module
+====================================
+
+.. automodule:: paddlespeech.t2s.modules.conv
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.geometry.rst

+paddlespeech.t2s.modules.geometry module
+========================================
+
+.. automodule:: paddlespeech.t2s.modules.geometry
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.layer_norm.rst

+paddlespeech.t2s.modules.layer\_norm module
+===========================================
+
+.. automodule:: paddlespeech.t2s.modules.layer_norm
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.losses.rst

+paddlespeech.t2s.modules.losses module
+======================================
+
+.. automodule:: paddlespeech.t2s.modules.losses
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.masked_fill.rst

+paddlespeech.t2s.modules.masked\_fill module
+============================================
+
+.. automodule:: paddlespeech.t2s.modules.masked_fill
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.nets_utils.rst

+paddlespeech.t2s.modules.nets\_utils module
+===========================================
+
+.. automodule:: paddlespeech.t2s.modules.nets_utils
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.normalizer.rst

+paddlespeech.t2s.modules.normalizer module
+==========================================
+
+.. automodule:: paddlespeech.t2s.modules.normalizer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.positional_encoding.rst

+paddlespeech.t2s.modules.positional\_encoding module
+====================================================
+
+.. automodule:: paddlespeech.t2s.modules.positional_encoding
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.pqmf.rst

+paddlespeech.t2s.modules.pqmf module
+====================================
+
+.. automodule:: paddlespeech.t2s.modules.pqmf
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.predictor.duration_predictor.rst

+paddlespeech.t2s.modules.predictor.duration\_predictor module
+=============================================================
+
+.. automodule:: paddlespeech.t2s.modules.predictor.duration_predictor
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.predictor.length_regulator.rst

+paddlespeech.t2s.modules.predictor.length\_regulator module
+===========================================================
+
+.. automodule:: paddlespeech.t2s.modules.predictor.length_regulator
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.predictor.rst

+paddlespeech.t2s.modules.predictor package
+==========================================
+
+.. automodule:: paddlespeech.t2s.modules.predictor
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.modules.predictor.duration_predictor
+   paddlespeech.t2s.modules.predictor.length_regulator
+   paddlespeech.t2s.modules.predictor.variance_predictor

docs/source/api/paddlespeech.t2s.modules.predictor.variance_predictor.rst

+paddlespeech.t2s.modules.predictor.variance\_predictor module
+=============================================================
+
+.. automodule:: paddlespeech.t2s.modules.predictor.variance_predictor
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.residual_block.rst

+paddlespeech.t2s.modules.residual\_block module
+===============================================
+
+.. automodule:: paddlespeech.t2s.modules.residual_block
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.residual_stack.rst

+paddlespeech.t2s.modules.residual\_stack module
+===============================================
+
+.. automodule:: paddlespeech.t2s.modules.residual_stack
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.rst

+paddlespeech.t2s.modules package
+================================
+
+.. automodule:: paddlespeech.t2s.modules
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.modules.conformer
+   paddlespeech.t2s.modules.predictor
+   paddlespeech.t2s.modules.tacotron2
+   paddlespeech.t2s.modules.transformer
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.modules.activation
+   paddlespeech.t2s.modules.causal_conv
+   paddlespeech.t2s.modules.conv
+   paddlespeech.t2s.modules.geometry
+   paddlespeech.t2s.modules.layer_norm
+   paddlespeech.t2s.modules.losses
+   paddlespeech.t2s.modules.masked_fill
+   paddlespeech.t2s.modules.nets_utils
+   paddlespeech.t2s.modules.normalizer
+   paddlespeech.t2s.modules.positional_encoding
+   paddlespeech.t2s.modules.pqmf
+   paddlespeech.t2s.modules.residual_block
+   paddlespeech.t2s.modules.residual_stack
+   paddlespeech.t2s.modules.style_encoder
+   paddlespeech.t2s.modules.tade_res_block
+   paddlespeech.t2s.modules.upsample

docs/source/api/paddlespeech.t2s.modules.style_encoder.rst

+paddlespeech.t2s.modules.style\_encoder module
+==============================================
+
+.. automodule:: paddlespeech.t2s.modules.style_encoder
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.tacotron2.attentions.rst

+paddlespeech.t2s.modules.tacotron2.attentions module
+====================================================
+
+.. automodule:: paddlespeech.t2s.modules.tacotron2.attentions
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.tacotron2.decoder.rst

+paddlespeech.t2s.modules.tacotron2.decoder module
+=================================================
+
+.. automodule:: paddlespeech.t2s.modules.tacotron2.decoder
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.tacotron2.encoder.rst

+paddlespeech.t2s.modules.tacotron2.encoder module
+=================================================
+
+.. automodule:: paddlespeech.t2s.modules.tacotron2.encoder
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.tacotron2.rst

+paddlespeech.t2s.modules.tacotron2 package
+==========================================
+
+.. automodule:: paddlespeech.t2s.modules.tacotron2
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.modules.tacotron2.attentions
+   paddlespeech.t2s.modules.tacotron2.decoder
+   paddlespeech.t2s.modules.tacotron2.encoder

docs/source/api/paddlespeech.t2s.modules.tade_res_block.rst

+paddlespeech.t2s.modules.tade\_res\_block module
+================================================
+
+.. automodule:: paddlespeech.t2s.modules.tade_res_block
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.transformer.attention.rst

+paddlespeech.t2s.modules.transformer.attention module
+=====================================================
+
+.. automodule:: paddlespeech.t2s.modules.transformer.attention
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.transformer.decoder.rst

+paddlespeech.t2s.modules.transformer.decoder module
+===================================================
+
+.. automodule:: paddlespeech.t2s.modules.transformer.decoder
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.transformer.decoder_layer.rst

+paddlespeech.t2s.modules.transformer.decoder\_layer module
+==========================================================
+
+.. automodule:: paddlespeech.t2s.modules.transformer.decoder_layer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.transformer.embedding.rst

+paddlespeech.t2s.modules.transformer.embedding module
+=====================================================
+
+.. automodule:: paddlespeech.t2s.modules.transformer.embedding
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.transformer.encoder.rst

+paddlespeech.t2s.modules.transformer.encoder module
+===================================================
+
+.. automodule:: paddlespeech.t2s.modules.transformer.encoder
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.transformer.encoder_layer.rst

+paddlespeech.t2s.modules.transformer.encoder\_layer module
+==========================================================
+
+.. automodule:: paddlespeech.t2s.modules.transformer.encoder_layer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.transformer.lightconv.rst

+paddlespeech.t2s.modules.transformer.lightconv module
+=====================================================
+
+.. automodule:: paddlespeech.t2s.modules.transformer.lightconv
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.transformer.mask.rst

+paddlespeech.t2s.modules.transformer.mask module
+================================================
+
+.. automodule:: paddlespeech.t2s.modules.transformer.mask
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.transformer.multi_layer_conv.rst

+paddlespeech.t2s.modules.transformer.multi\_layer\_conv module
+==============================================================
+
+.. automodule:: paddlespeech.t2s.modules.transformer.multi_layer_conv
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.transformer.positionwise_feed_forward.rst

+paddlespeech.t2s.modules.transformer.positionwise\_feed\_forward module
+=======================================================================
+
+.. automodule:: paddlespeech.t2s.modules.transformer.positionwise_feed_forward
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.transformer.repeat.rst

+paddlespeech.t2s.modules.transformer.repeat module
+==================================================
+
+.. automodule:: paddlespeech.t2s.modules.transformer.repeat
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.transformer.rst

+paddlespeech.t2s.modules.transformer package
+============================================
+
+.. automodule:: paddlespeech.t2s.modules.transformer
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.modules.transformer.attention
+   paddlespeech.t2s.modules.transformer.decoder
+   paddlespeech.t2s.modules.transformer.decoder_layer
+   paddlespeech.t2s.modules.transformer.embedding
+   paddlespeech.t2s.modules.transformer.encoder
+   paddlespeech.t2s.modules.transformer.encoder_layer
+   paddlespeech.t2s.modules.transformer.lightconv
+   paddlespeech.t2s.modules.transformer.mask
+   paddlespeech.t2s.modules.transformer.multi_layer_conv
+   paddlespeech.t2s.modules.transformer.positionwise_feed_forward
+   paddlespeech.t2s.modules.transformer.repeat
+   paddlespeech.t2s.modules.transformer.subsampling

docs/source/api/paddlespeech.t2s.modules.transformer.subsampling.rst

+paddlespeech.t2s.modules.transformer.subsampling module
+=======================================================
+
+.. automodule:: paddlespeech.t2s.modules.transformer.subsampling
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.modules.upsample.rst

+paddlespeech.t2s.modules.upsample module
+========================================
+
+.. automodule:: paddlespeech.t2s.modules.upsample
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.rst

+paddlespeech.t2s package
+========================
+
+.. automodule:: paddlespeech.t2s
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.audio
+   paddlespeech.t2s.datasets
+   paddlespeech.t2s.exps
+   paddlespeech.t2s.frontend
+   paddlespeech.t2s.models
+   paddlespeech.t2s.modules
+   paddlespeech.t2s.training
+   paddlespeech.t2s.utils

docs/source/api/paddlespeech.t2s.training.cli.rst

+paddlespeech.t2s.training.cli module
+====================================
+
+.. automodule:: paddlespeech.t2s.training.cli
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.default_config.rst

+paddlespeech.t2s.training.default\_config module
+================================================
+
+.. automodule:: paddlespeech.t2s.training.default_config
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.experiment.rst

+paddlespeech.t2s.training.experiment module
+===========================================
+
+.. automodule:: paddlespeech.t2s.training.experiment
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.extension.rst

+paddlespeech.t2s.training.extension module
+==========================================
+
+.. automodule:: paddlespeech.t2s.training.extension
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.extensions.evaluator.rst

+paddlespeech.t2s.training.extensions.evaluator module
+=====================================================
+
+.. automodule:: paddlespeech.t2s.training.extensions.evaluator
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.extensions.rst

+paddlespeech.t2s.training.extensions package
+============================================
+
+.. automodule:: paddlespeech.t2s.training.extensions
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.training.extensions.evaluator
+   paddlespeech.t2s.training.extensions.snapshot
+   paddlespeech.t2s.training.extensions.visualizer

docs/source/api/paddlespeech.t2s.training.extensions.snapshot.rst

+paddlespeech.t2s.training.extensions.snapshot module
+====================================================
+
+.. automodule:: paddlespeech.t2s.training.extensions.snapshot
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.extensions.visualizer.rst

+paddlespeech.t2s.training.extensions.visualizer module
+======================================================
+
+.. automodule:: paddlespeech.t2s.training.extensions.visualizer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.optimizer.rst

+paddlespeech.t2s.training.optimizer module
+==========================================
+
+.. automodule:: paddlespeech.t2s.training.optimizer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.reporter.rst

+paddlespeech.t2s.training.reporter module
+=========================================
+
+.. automodule:: paddlespeech.t2s.training.reporter
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.rst

+paddlespeech.t2s.training package
+=================================
+
+.. automodule:: paddlespeech.t2s.training
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.training.extensions
+   paddlespeech.t2s.training.triggers
+   paddlespeech.t2s.training.updaters
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.training.cli
+   paddlespeech.t2s.training.default_config
+   paddlespeech.t2s.training.experiment
+   paddlespeech.t2s.training.extension
+   paddlespeech.t2s.training.optimizer
+   paddlespeech.t2s.training.reporter
+   paddlespeech.t2s.training.seeding
+   paddlespeech.t2s.training.trainer
+   paddlespeech.t2s.training.trigger
+   paddlespeech.t2s.training.updater

docs/source/api/paddlespeech.t2s.training.seeding.rst

+paddlespeech.t2s.training.seeding module
+========================================
+
+.. automodule:: paddlespeech.t2s.training.seeding
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.trainer.rst

+paddlespeech.t2s.training.trainer module
+========================================
+
+.. automodule:: paddlespeech.t2s.training.trainer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.trigger.rst

+paddlespeech.t2s.training.trigger module
+========================================
+
+.. automodule:: paddlespeech.t2s.training.trigger
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.triggers.interval_trigger.rst

+paddlespeech.t2s.training.triggers.interval\_trigger module
+===========================================================
+
+.. automodule:: paddlespeech.t2s.training.triggers.interval_trigger
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.triggers.limit_trigger.rst

+paddlespeech.t2s.training.triggers.limit\_trigger module
+========================================================
+
+.. automodule:: paddlespeech.t2s.training.triggers.limit_trigger
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.triggers.rst

+paddlespeech.t2s.training.triggers package
+==========================================
+
+.. automodule:: paddlespeech.t2s.training.triggers
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.training.triggers.interval_trigger
+   paddlespeech.t2s.training.triggers.limit_trigger
+   paddlespeech.t2s.training.triggers.time_trigger

docs/source/api/paddlespeech.t2s.training.triggers.time_trigger.rst

+paddlespeech.t2s.training.triggers.time\_trigger module
+=======================================================
+
+.. automodule:: paddlespeech.t2s.training.triggers.time_trigger
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.updater.rst

+paddlespeech.t2s.training.updater module
+========================================
+
+.. automodule:: paddlespeech.t2s.training.updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.training.updaters.rst

+paddlespeech.t2s.training.updaters package
+==========================================
+
+.. automodule:: paddlespeech.t2s.training.updaters
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.training.updaters.standard_updater

docs/source/api/paddlespeech.t2s.training.updaters.standard_updater.rst

+paddlespeech.t2s.training.updaters.standard\_updater module
+===========================================================
+
+.. automodule:: paddlespeech.t2s.training.updaters.standard_updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.utils.checkpoint.rst

+paddlespeech.t2s.utils.checkpoint module
+========================================
+
+.. automodule:: paddlespeech.t2s.utils.checkpoint
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.utils.display.rst

+paddlespeech.t2s.utils.display module
+=====================================
+
+.. automodule:: paddlespeech.t2s.utils.display
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.utils.error_rate.rst

+paddlespeech.t2s.utils.error\_rate module
+=========================================
+
+.. automodule:: paddlespeech.t2s.utils.error_rate
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.utils.h5_utils.rst

+paddlespeech.t2s.utils.h5\_utils module
+=======================================
+
+.. automodule:: paddlespeech.t2s.utils.h5_utils
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.utils.internals.rst

+paddlespeech.t2s.utils.internals module
+=======================================
+
+.. automodule:: paddlespeech.t2s.utils.internals
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.utils.layer_tools.rst

+paddlespeech.t2s.utils.layer\_tools module
+==========================================
+
+.. automodule:: paddlespeech.t2s.utils.layer_tools
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.utils.mp_tools.rst

+paddlespeech.t2s.utils.mp\_tools module
+=======================================
+
+.. automodule:: paddlespeech.t2s.utils.mp_tools
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.utils.profiler.rst

+paddlespeech.t2s.utils.profiler module
+======================================
+
+.. automodule:: paddlespeech.t2s.utils.profiler
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.t2s.utils.rst

+paddlespeech.t2s.utils package
+==============================
+
+.. automodule:: paddlespeech.t2s.utils
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.t2s.utils.checkpoint
+   paddlespeech.t2s.utils.display
+   paddlespeech.t2s.utils.error_rate
+   paddlespeech.t2s.utils.h5_utils
+   paddlespeech.t2s.utils.internals
+   paddlespeech.t2s.utils.layer_tools
+   paddlespeech.t2s.utils.mp_tools
+   paddlespeech.t2s.utils.profiler
+   paddlespeech.t2s.utils.scheduler

docs/source/api/paddlespeech.t2s.utils.scheduler.rst

+paddlespeech.t2s.utils.scheduler module
+=======================================
+
+.. automodule:: paddlespeech.t2s.utils.scheduler
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.text.exps.ernie_linear.avg_model.rst

+paddlespeech.text.exps.ernie\_linear.avg\_model module
+======================================================
+
+.. automodule:: paddlespeech.text.exps.ernie_linear.avg_model
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.text.exps.ernie_linear.punc_restore.rst

+paddlespeech.text.exps.ernie\_linear.punc\_restore module
+=========================================================
+
+.. automodule:: paddlespeech.text.exps.ernie_linear.punc_restore
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.text.exps.ernie_linear.rst

+paddlespeech.text.exps.ernie\_linear package
+============================================
+
+.. automodule:: paddlespeech.text.exps.ernie_linear
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.text.exps.ernie_linear.avg_model
+   paddlespeech.text.exps.ernie_linear.punc_restore
+   paddlespeech.text.exps.ernie_linear.test
+   paddlespeech.text.exps.ernie_linear.train

docs/source/api/paddlespeech.text.exps.ernie_linear.test.rst

+paddlespeech.text.exps.ernie\_linear.test module
+================================================
+
+.. automodule:: paddlespeech.text.exps.ernie_linear.test
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.text.exps.ernie_linear.train.rst

+paddlespeech.text.exps.ernie\_linear.train module
+=================================================
+
+.. automodule:: paddlespeech.text.exps.ernie_linear.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.text.exps.rst

+paddlespeech.text.exps package
+==============================
+
+.. automodule:: paddlespeech.text.exps
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.text.exps.ernie_linear

docs/source/api/paddlespeech.text.models.ernie_crf.model.rst

+paddlespeech.text.models.ernie\_crf.model module
+================================================
+
+.. automodule:: paddlespeech.text.models.ernie_crf.model
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.text.models.ernie_crf.rst

+paddlespeech.text.models.ernie\_crf package
+===========================================
+
+.. automodule:: paddlespeech.text.models.ernie_crf
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.text.models.ernie_crf.model

docs/source/api/paddlespeech.text.models.ernie_linear.dataset.rst

+paddlespeech.text.models.ernie\_linear.dataset module
+=====================================================
+
+.. automodule:: paddlespeech.text.models.ernie_linear.dataset
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.text.models.ernie_linear.ernie_linear.rst

+paddlespeech.text.models.ernie\_linear.ernie\_linear module
+===========================================================
+
+.. automodule:: paddlespeech.text.models.ernie_linear.ernie_linear
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.text.models.ernie_linear.ernie_linear_updater.rst

+paddlespeech.text.models.ernie\_linear.ernie\_linear\_updater module
+====================================================================
+
+.. automodule:: paddlespeech.text.models.ernie_linear.ernie_linear_updater
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.text.models.ernie_linear.rst

+paddlespeech.text.models.ernie\_linear package
+==============================================
+
+.. automodule:: paddlespeech.text.models.ernie_linear
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.text.models.ernie_linear.dataset
+   paddlespeech.text.models.ernie_linear.ernie_linear
+   paddlespeech.text.models.ernie_linear.ernie_linear_updater

docs/source/api/paddlespeech.text.models.rst

+paddlespeech.text.models package
+================================
+
+.. automodule:: paddlespeech.text.models
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.text.models.ernie_crf
+   paddlespeech.text.models.ernie_linear

docs/source/api/paddlespeech.text.rst

+paddlespeech.text package
+=========================
+
+.. automodule:: paddlespeech.text
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.text.exps
+   paddlespeech.text.models

docs/source/api/paddlespeech.vector.cluster.diarization.rst

+paddlespeech.vector.cluster.diarization module
+==============================================
+
+.. automodule:: paddlespeech.vector.cluster.diarization
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.cluster.plda.rst

+paddlespeech.vector.cluster.plda module
+=======================================
+
+.. automodule:: paddlespeech.vector.cluster.plda
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.cluster.rst

+paddlespeech.vector.cluster package
+===================================
+
+.. automodule:: paddlespeech.vector.cluster
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.vector.cluster.diarization
+   paddlespeech.vector.cluster.plda

docs/source/api/paddlespeech.vector.exps.ge2e.audio_processor.rst

+paddlespeech.vector.exps.ge2e.audio\_processor module
+=====================================================
+
+.. automodule:: paddlespeech.vector.exps.ge2e.audio_processor
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.exps.ge2e.config.rst

+paddlespeech.vector.exps.ge2e.config module
+===========================================
+
+.. automodule:: paddlespeech.vector.exps.ge2e.config
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.exps.ge2e.dataset_processors.rst

+paddlespeech.vector.exps.ge2e.dataset\_processors module
+========================================================
+
+.. automodule:: paddlespeech.vector.exps.ge2e.dataset_processors
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.exps.ge2e.inference.rst

+paddlespeech.vector.exps.ge2e.inference module
+==============================================
+
+.. automodule:: paddlespeech.vector.exps.ge2e.inference
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.exps.ge2e.preprocess.rst

+paddlespeech.vector.exps.ge2e.preprocess module
+===============================================
+
+.. automodule:: paddlespeech.vector.exps.ge2e.preprocess
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.exps.ge2e.random_cycle.rst

+paddlespeech.vector.exps.ge2e.random\_cycle module
+==================================================
+
+.. automodule:: paddlespeech.vector.exps.ge2e.random_cycle
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.exps.ge2e.rst

+paddlespeech.vector.exps.ge2e package
+=====================================
+
+.. automodule:: paddlespeech.vector.exps.ge2e
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.vector.exps.ge2e.audio_processor
+   paddlespeech.vector.exps.ge2e.config
+   paddlespeech.vector.exps.ge2e.dataset_processors
+   paddlespeech.vector.exps.ge2e.inference
+   paddlespeech.vector.exps.ge2e.preprocess
+   paddlespeech.vector.exps.ge2e.random_cycle
+   paddlespeech.vector.exps.ge2e.speaker_verification_dataset
+   paddlespeech.vector.exps.ge2e.train

docs/source/api/paddlespeech.vector.exps.ge2e.speaker_verification_dataset.rst

+paddlespeech.vector.exps.ge2e.speaker\_verification\_dataset module
+===================================================================
+
+.. automodule:: paddlespeech.vector.exps.ge2e.speaker_verification_dataset
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.exps.ge2e.train.rst

+paddlespeech.vector.exps.ge2e.train module
+==========================================
+
+.. automodule:: paddlespeech.vector.exps.ge2e.train
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.exps.rst

+paddlespeech.vector.exps package
+================================
+
+.. automodule:: paddlespeech.vector.exps
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.vector.exps.ge2e

docs/source/api/paddlespeech.vector.io.augment.rst

+paddlespeech.vector.io.augment module
+=====================================
+
+.. automodule:: paddlespeech.vector.io.augment
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.io.batch.rst

+paddlespeech.vector.io.batch module
+===================================
+
+.. automodule:: paddlespeech.vector.io.batch
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.io.dataset.rst

+paddlespeech.vector.io.dataset module
+=====================================
+
+.. automodule:: paddlespeech.vector.io.dataset
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.io.dataset_from_json.rst

+paddlespeech.vector.io.dataset\_from\_json module
+=================================================
+
+.. automodule:: paddlespeech.vector.io.dataset_from_json
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.io.embedding_norm.rst

+paddlespeech.vector.io.embedding\_norm module
+=============================================
+
+.. automodule:: paddlespeech.vector.io.embedding_norm
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.io.rst

+paddlespeech.vector.io package
+==============================
+
+.. automodule:: paddlespeech.vector.io
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.vector.io.augment
+   paddlespeech.vector.io.batch
+   paddlespeech.vector.io.dataset
+   paddlespeech.vector.io.dataset_from_json
+   paddlespeech.vector.io.embedding_norm
+   paddlespeech.vector.io.signal_processing

docs/source/api/paddlespeech.vector.io.signal_processing.rst

+paddlespeech.vector.io.signal\_processing module
+================================================
+
+.. automodule:: paddlespeech.vector.io.signal_processing
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.models.ecapa_tdnn.rst

+paddlespeech.vector.models.ecapa\_tdnn module
+=============================================
+
+.. automodule:: paddlespeech.vector.models.ecapa_tdnn
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.models.lstm_speaker_encoder.rst

+paddlespeech.vector.models.lstm\_speaker\_encoder module
+========================================================
+
+.. automodule:: paddlespeech.vector.models.lstm_speaker_encoder
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.models.rst

+paddlespeech.vector.models package
+==================================
+
+.. automodule:: paddlespeech.vector.models
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.vector.models.ecapa_tdnn
+   paddlespeech.vector.models.lstm_speaker_encoder

docs/source/api/paddlespeech.vector.modules.layer.rst

+paddlespeech.vector.modules.layer module
+========================================
+
+.. automodule:: paddlespeech.vector.modules.layer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.modules.loss.rst

+paddlespeech.vector.modules.loss module
+=======================================
+
+.. automodule:: paddlespeech.vector.modules.loss
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.modules.rst

+paddlespeech.vector.modules package
+===================================
+
+.. automodule:: paddlespeech.vector.modules
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.vector.modules.layer
+   paddlespeech.vector.modules.loss
+   paddlespeech.vector.modules.sid_model

docs/source/api/paddlespeech.vector.modules.sid_model.rst

+paddlespeech.vector.modules.sid\_model module
+=============================================
+
+.. automodule:: paddlespeech.vector.modules.sid_model
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.rst

+paddlespeech.vector package
+===========================
+
+.. automodule:: paddlespeech.vector
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.vector.cluster
+   paddlespeech.vector.exps
+   paddlespeech.vector.io
+   paddlespeech.vector.models
+   paddlespeech.vector.modules
+   paddlespeech.vector.training
+   paddlespeech.vector.utils

docs/source/api/paddlespeech.vector.training.rst

+paddlespeech.vector.training package
+====================================
+
+.. automodule:: paddlespeech.vector.training
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.vector.training.scheduler
+   paddlespeech.vector.training.seeding

docs/source/api/paddlespeech.vector.training.scheduler.rst

+paddlespeech.vector.training.scheduler module
+=============================================
+
+.. automodule:: paddlespeech.vector.training.scheduler
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.training.seeding.rst

+paddlespeech.vector.training.seeding module
+===========================================
+
+.. automodule:: paddlespeech.vector.training.seeding
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.utils.rst

+paddlespeech.vector.utils package
+=================================
+
+.. automodule:: paddlespeech.vector.utils
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+.. toctree::
+   :maxdepth: 4
+
+   paddlespeech.vector.utils.time
+   paddlespeech.vector.utils.vector_utils

docs/source/api/paddlespeech.vector.utils.time.rst

+paddlespeech.vector.utils.time module
+=====================================
+
+.. automodule:: paddlespeech.vector.utils.time
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/paddlespeech.vector.utils.vector_utils.rst

+paddlespeech.vector.utils.vector\_utils module
+==============================================
+
+.. automodule:: paddlespeech.vector.utils.vector_utils
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/conf.py

@@ -22,6 +22,9 @@
 # documentation root, use os.path.abspath to make it absolute, like shown here.
 import recommonmark.parser
 import sphinx_rtd_theme
+import sys
+import os
+sys.path.insert(0, os.path.abspath('../..'))
 
 autodoc_mock_imports = ["soundfile", "librosa"]
 

docs/source/index.rst

@@ -64,3 +64,18 @@ Contents
    :caption: Acknowledgement
 
    asr/reference
+
+
+.. toctree::
+   :maxdepth: 2
+   :caption: API Reference
+
+   paddlespeech.audio <api/paddlespeech.audio>
+   paddlespeech.cli <api/paddlespeech.cli>
+   paddlespeech.cls <api/paddlespeech.cls>
+   paddlespeech.kws <api/paddlespeech.kws>
+   paddlespeech.s2t <api/paddlespeech.s2t>
+   paddlespeech.server <api/paddlespeech.server>
+   paddlespeech.t2s <api/paddlespeech.t2s>
+   paddlespeech.text <api/paddlespeech.text>
+   paddlespeech.vector <api/paddlespeech.vector>

docs/source/install.md

@@ -5,8 +5,8 @@ There are 3 ways to use `PaddleSpeech`. According to the degree of difficulty, t
 | Way | Function                                                     | Support|
 |:---- |:----------------------------------------------------------- |:----|
 | Easy     | (1) Use command-line functions of PaddleSpeech. <br> (2) Experience PaddleSpeech on Ai Studio. | Linux, Mac(not support M1 chip)，Windows ( For more information about installation, see [#1195](https://github.com/PaddlePaddle/PaddleSpeech/discussions/1195)) |
-| Medium     | Support major functions ，such as using the` ready-made `examples and using PaddleSpeech to train your model.                                           | Linux |
-| Hard     | Support full function of Paddlespeech, including using join ctc decoder with kaldi, training n-gram language model, Montreal-Forced-Aligner, and so on. And you are more able to be a developer! | Ubuntu |
+| Medium     | Support major functions ，such as using the` ready-made `examples and using PaddleSpeech to train your model.                                           | Linux, Mac(not support M1 chip, not support training models)，Windows (not support training models) |
+| Hard     | Support full function of Paddlespeech, including using join ctc decoder with kaldi([asr2](../../examples/librispeech/asr2 )), training n-gram language model, Montreal-Forced-Aligner, and so on. And you are more able to be a developer! | Ubuntu |
 
 ## Prerequisites
 - Python >= 3.7
@@ -65,7 +65,7 @@ pip install paddlespeech -i https://pypi.tuna.tsinghua.edu.cn/simple
 
 > If you fail to install paddlespeech-ctcdecoders, it doesn't matter.
  
-## Medium: Get the Major Functions (Support Linux)
+## Medium: Get the Major Functions (Support Linux, mac and windows not support training)
 If you want to get the major function of  `paddlespeech`, you need to do following steps:
 ### Git clone PaddleSpeech
 You need to `git clone` this repository at first.
@@ -75,7 +75,7 @@ cd PaddleSpeech
 ```
 
 ### Install Conda
-Conda is a management system of the environment. You can go to [minicoda](https://docs.conda.io/en/latest/miniconda.html) to select a version (py>=3.7) and install it by yourself or you can use the following command:
+Conda is a management system of the environment. You can go to [minicoda](https://docs.conda.io/en/latest/miniconda.html) to select a version (py>=3.7). For windows, you can follow the installing guide step by step and for linux and mac, you can use the following commands:
 ```bash
 # download the miniconda
 wget https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -P tools/

docs/source/install_cn.md

@@ -4,8 +4,8 @@
 | 方式 | 功能                                                         | 支持系统            |
 | :--- | :----------------------------------------------------------- | :------------------ |
 | 简单 | (1) 使用 PaddleSpeech 的命令行功能. <br> (2) 在 Aistudio上体验 PaddleSpeech. | Linux, Mac(不支持M1芯片)，Windows (安装详情查看[#1195](https://github.com/PaddlePaddle/PaddleSpeech/discussions/1195)) |
-| 中等 | 支持 PaddleSpeech 主要功能，比如使用已有 examples 中的模型和使用 PaddleSpeech 来训练自己的模型. | Linux               |
-| 困难 | 支持 PaddleSpeech 的各项功能，包含结合kaldi使用 join ctc decoder 方式解码，训练语言模型,使用强制对齐等。并且你更能成为一名开发者！ | Ubuntu              |
+| 中等 | 支持 PaddleSpeech 主要功能，比如使用已有 examples 中的模型和使用 PaddleSpeech 来训练自己的模型. | Linux, Mac(不支持M1芯片，不支持训练), Windows(不支持训练)               |
+| 困难 | 支持 PaddleSpeech 的各项功能，包含结合 kaldi 使用 join ctc decoder 方式解码 ([asr2](../../examples/librispeech/asr2 ))，训练语言模型,使用强制对齐等。并且你更能成为一名开发者！ | Ubuntu              |
 ## 先决条件
 - Python >= 3.7
 - 最新版本的 PaddlePaddle (请看 [安装向导](https://www.paddlepaddle.org.cn/documentation/docs/en/beginners_guide/index_en.html))
@@ -62,7 +62,7 @@ pip install paddlespeech -i https://pypi.tuna.tsinghua.edu.cn/simple
 
 > 如果出现 paddlespeech-ctcdecoders 无法安装的问题，无须担心，这不影响使用。
 
-## 中等： 获取主要功能（支持 Linux）
+## 中等： 获取主要功能（支持 Linux， Mac 和 Windows 不支持训练）
 如果你想要使用 `paddlespeech` 的主要功能。你需要完成以下几个步骤
 ### Git clone PaddleSpeech
 你需要先 git clone 本仓库
@@ -71,7 +71,7 @@ git clone https://github.com/PaddlePaddle/PaddleSpeech.git
 cd PaddleSpeech
 ```
 ### 安装 Conda
-Conda 是一个包管理的环境。你可以前往 [minicoda](https://docs.conda.io/en/latest/miniconda.html) 去下载并安装 conda（请下载 py>=3.7 的版本）。你可以尝试自己安装，或者使用以下的命令：
+Conda 是一个包管理的环境。你可以前往 [minicoda](https://docs.conda.io/en/latest/miniconda.html) 去下载并安装 conda（请下载 py>=3.7 的版本）。windows 系统可以使用 conda 的向导安装，linux 和 mac 可以使用以下的命令：
 ```bash
 # 下载 miniconda
 wget https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -P tools/
@@ -116,9 +116,9 @@ conda install -y -c gcc_linux-64=8.4.0 gxx_linux-64=8.4.0
 python3 -m pip install paddlepaddle-gpu==2.2.0 -i https://mirror.baidu.com/pypi/simple
 ```
 ### 安装 PaddleSpeech
-最后安装 `paddlespeech`，这样你就可以使用 `paddlespeech`中已有的 examples：
+最后安装 `paddlespeech`，这样你就可以使用 `paddlespeech` 中已有的 examples：
 ```bash
-# 部分用户系统由于默认源的问题，安装中会出现kaldiio安转出错的问题，建议首先安装pytest-runner:
+# 部分用户系统由于默认源的问题，安装中会出现 kaldiio 安转出错的问题，建议首先安装pytest-runner:
 pip install pytest-runner -i https://pypi.tuna.tsinghua.edu.cn/simple 
 # 请确保目前处于PaddleSpeech项目的根目录
 pip install . -i https://pypi.tuna.tsinghua.edu.cn/simple
@@ -137,7 +137,7 @@ Docker 是一种开源工具，用于在和系统本身环境相隔离的环境
 
 在 [Docker Hub](https://hub.docker.com/repository/docker/paddlecloud/paddlespeech) 中获取这些镜像及相应的使用指南，包括 CPU、GPU、ROCm 版本。
 
-如果您对自动化制作docker镜像感兴趣，或有自定义需求，请访问 [PaddlePaddle/PaddleCloud](https://github.com/PaddlePaddle/PaddleCloud/tree/main/tekton) 做进一步了解。
+如果您对自动化制作 docker 镜像感兴趣，或有自定义需求，请访问 [PaddlePaddle/PaddleCloud](https://github.com/PaddlePaddle/PaddleCloud/tree/main/tekton) 做进一步了解。
 完成这些以后，你就可以在 docker 容器中执行训练、推理和超参 fine-tune。
 ### 选择2： 使用有 root 权限的 Ubuntu
 - 使用apt安装 `build-essential`
@@ -173,7 +173,7 @@ conda install -y -c conda-forge sox libsndfile swig bzip2 libflac bc
 python3 -m pip install paddlepaddle-gpu==2.2.0 -i https://mirror.baidu.com/pypi/simple
 ```
 ### 用开发者模式安装 PaddleSpeech
-部分用户系统由于默认源的问题，安装中会出现kaldiio安转出错的问题，建议首先安装pytest-runner:
+部分用户系统由于默认源的问题，安装中会出现 kaldiio 安转出错的问题，建议首先安装 pytest-runner:
 ```bash
 pip install pytest-runner -i https://pypi.tuna.tsinghua.edu.cn/simple 
 ```

docs/source/released_model.md

-
 # Released Models
 
 ## Speech-to-Text Models
@@ -34,32 +33,33 @@ Language Model | Training Data | Token-based | Size | Descriptions
 ## Text-to-Speech Models
 
 ### Acoustic Models
-Model Type | Dataset| Example Link | Pretrained Models|Static Models|Size (static)
+Model Type | Dataset| Example Link | Pretrained Models|Static/ONNX Models|Size (static)
 :-------------:| :------------:| :-----: | :-----:| :-----:| :-----:
 Tacotron2|LJSpeech|[tacotron2-ljspeech](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/ljspeech/tts0)|[tacotron2_ljspeech_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/tacotron2/tacotron2_ljspeech_ckpt_0.2.0.zip)|||
 Tacotron2|CSMSC|[tacotron2-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/tts0)|[tacotron2_csmsc_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/tacotron2/tacotron2_csmsc_ckpt_0.2.0.zip)|[tacotron2_csmsc_static_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/tacotron2/tacotron2_csmsc_static_0.2.0.zip)|103MB|
 TransformerTTS| LJSpeech| [transformer-ljspeech](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/ljspeech/tts1)|[transformer_tts_ljspeech_ckpt_0.4.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/transformer_tts/transformer_tts_ljspeech_ckpt_0.4.zip)|||
-SpeedySpeech| CSMSC | [speedyspeech-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/tts2)|[speedyspeech_csmsc_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/speedyspeech/speedyspeech_csmsc_ckpt_0.2.0.zip)|[speedyspeech_csmsc_static_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/speedyspeech/speedyspeech_csmsc_static_0.2.0.zip)|12MB|
-FastSpeech2| CSMSC |[fastspeech2-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/tts3)|[fastspeech2_nosil_baker_ckpt_0.4.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_nosil_baker_ckpt_0.4.zip)|[fastspeech2_csmsc_static_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_csmsc_static_0.2.0.zip)|157MB|
+SpeedySpeech| CSMSC | [speedyspeech-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/tts2)|[speedyspeech_csmsc_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/speedyspeech/speedyspeech_csmsc_ckpt_0.2.0.zip)|[speedyspeech_csmsc_static_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/speedyspeech/speedyspeech_csmsc_static_0.2.0.zip) </br> [speedyspeech_csmsc_onnx_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/speedyspeech/speedyspeech_csmsc_onnx_0.2.0.zip)|13MB|
+FastSpeech2| CSMSC |[fastspeech2-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/tts3)|[fastspeech2_nosil_baker_ckpt_0.4.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_nosil_baker_ckpt_0.4.zip)|[fastspeech2_csmsc_static_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_csmsc_static_0.2.0.zip) </br> [fastspeech2_csmsc_onnx_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_csmsc_onnx_0.2.0.zip)|157MB|
 FastSpeech2-Conformer| CSMSC |[fastspeech2-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/tts3)|[fastspeech2_conformer_baker_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_conformer_baker_ckpt_0.5.zip)|||
-FastSpeech2| AISHELL-3 |[fastspeech2-aishell3](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/aishell3/tts3)|[fastspeech2_nosil_aishell3_ckpt_0.4.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_nosil_aishell3_ckpt_0.4.zip)|||
-FastSpeech2| LJSpeech |[fastspeech2-ljspeech](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/ljspeech/tts3)|[fastspeech2_nosil_ljspeech_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_nosil_ljspeech_ckpt_0.5.zip)|||
-FastSpeech2| VCTK |[fastspeech2-vctk](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/vctk/tts3)|[fastspeech2_nosil_vctk_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_nosil_vctk_ckpt_0.5.zip)|||
+FastSpeech2-CNNDecoder| CSMSC| [fastspeech2-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/tts3)| [fastspeech2_cnndecoder_csmsc_ckpt_1.0.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_cnndecoder_csmsc_ckpt_1.0.0.zip) |  [fastspeech2_cnndecoder_csmsc_static_1.0.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_cnndecoder_csmsc_static_1.0.0.zip) </br>[fastspeech2_cnndecoder_csmsc_streaming_static_1.0.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_cnndecoder_csmsc_streaming_static_1.0.0.zip)  </br>[fastspeech2_cnndecoder_csmsc_onnx_1.0.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_cnndecoder_csmsc_onnx_1.0.0.zip)  </br>[fastspeech2_cnndecoder_csmsc_streaming_onnx_1.0.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_cnndecoder_csmsc_streaming_onnx_1.0.0.zip) | 84MB|
+FastSpeech2| AISHELL-3 |[fastspeech2-aishell3](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/aishell3/tts3)|[fastspeech2_nosil_aishell3_ckpt_0.4.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_nosil_aishell3_ckpt_0.4.zip)|[fastspeech2_aishell3_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_aishell3_static_1.1.0.zip) </br> [fastspeech2_aishell3_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_aishell3_onnx_1.1.0.zip)|147MB|
+FastSpeech2| LJSpeech |[fastspeech2-ljspeech](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/ljspeech/tts3)|[fastspeech2_nosil_ljspeech_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_nosil_ljspeech_ckpt_0.5.zip)|[fastspeech2_ljspeech_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_ljspeech_static_1.1.0.zip) </br> [fastspeech2_ljspeech_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_ljspeech_onnx_1.1.0.zip)|145MB|
+FastSpeech2| VCTK |[fastspeech2-vctk](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/vctk/tts3)|[fastspeech2_nosil_vctk_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_nosil_vctk_ckpt_0.5.zip)|[fastspeech2_vctk_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_vctk_static_1.1.0.zip) </br> [fastspeech2_vctk_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_vctk_onnx_1.1.0.zip) | 145MB|
 
 ### Vocoders
-Model Type | Dataset| Example Link | Pretrained Models| Static Models|Size (static)
+Model Type | Dataset| Example Link | Pretrained Models| Static/ONNX Models|Size (static)
 :-----:| :-----:| :-----: | :-----:| :-----:| :-----:
 WaveFlow| LJSpeech |[waveflow-ljspeech](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/ljspeech/voc0)|[waveflow_ljspeech_ckpt_0.3.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/waveflow/waveflow_ljspeech_ckpt_0.3.zip)|||
-Parallel WaveGAN| CSMSC |[PWGAN-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/voc1)|[pwg_baker_ckpt_0.4.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwg_baker_ckpt_0.4.zip)|[pwg_baker_static_0.4.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwg_baker_static_0.4.zip)|5.1MB|
-Parallel WaveGAN| LJSpeech |[PWGAN-ljspeech](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/ljspeech/voc1)|[pwg_ljspeech_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwg_ljspeech_ckpt_0.5.zip)|||
-Parallel WaveGAN| AISHELL-3 |[PWGAN-aishell3](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/aishell3/voc1)|[pwg_aishell3_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwg_aishell3_ckpt_0.5.zip)|||
-Parallel WaveGAN| VCTK |[PWGAN-vctk](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/vctk/voc1)|[pwg_vctk_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwg_vctk_ckpt_0.5.zip)|||
-|Multi Band MelGAN | CSMSC |[MB MelGAN-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/voc3) | [mb_melgan_csmsc_ckpt_0.1.1.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/mb_melgan/mb_melgan_csmsc_ckpt_0.1.1.zip) <br>[mb_melgan_baker_finetune_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/mb_melgan/mb_melgan_baker_finetune_ckpt_0.5.zip)|[mb_melgan_csmsc_static_0.1.1.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/mb_melgan/mb_melgan_csmsc_static_0.1.1.zip) |8.2MB|
+Parallel WaveGAN| CSMSC |[PWGAN-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/voc1)|[pwg_baker_ckpt_0.4.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwg_baker_ckpt_0.4.zip)|[pwg_baker_static_0.4.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwg_baker_static_0.4.zip) </br> [pwgan_csmsc_onnx_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_csmsc_onnx_0.2.0.zip)|4.8MB|
+Parallel WaveGAN| LJSpeech |[PWGAN-ljspeech](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/ljspeech/voc1)|[pwg_ljspeech_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwg_ljspeech_ckpt_0.5.zip)|[pwgan_ljspeech_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_ljspeech_static_1.1.0.zip) </br> [pwgan_ljspeech_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_ljspeech_onnx_1.1.0.zip)|4.8MB|
+Parallel WaveGAN| AISHELL-3 |[PWGAN-aishell3](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/aishell3/voc1)|[pwg_aishell3_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwg_aishell3_ckpt_0.5.zip)| [pwgan_aishell3_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_aishell3_static_1.1.0.zip) </br> [pwgan_aishell3_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_aishell3_onnx_1.1.0.zip)|4.8MB|
+Parallel WaveGAN| VCTK |[PWGAN-vctk](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/vctk/voc1)|[pwg_vctk_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwg_vctk_ckpt_0.5.zip)|[pwgan_vctk_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_vctk_static_1.1.0.zip) </br> [pwgan_vctk_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_vctk_onnx_1.1.0.zip)|4.8MB|
+|Multi Band MelGAN | CSMSC |[MB MelGAN-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/voc3) | [mb_melgan_csmsc_ckpt_0.1.1.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/mb_melgan/mb_melgan_csmsc_ckpt_0.1.1.zip) <br>[mb_melgan_baker_finetune_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/mb_melgan/mb_melgan_baker_finetune_ckpt_0.5.zip)|[mb_melgan_csmsc_static_0.1.1.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/mb_melgan/mb_melgan_csmsc_static_0.1.1.zip) </br> [mb_melgan_csmsc_onnx_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/mb_melgan/mb_melgan_csmsc_onnx_0.2.0.zip)|7.6MB|
 Style MelGAN | CSMSC |[Style MelGAN-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/voc4)|[style_melgan_csmsc_ckpt_0.1.1.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/style_melgan/style_melgan_csmsc_ckpt_0.1.1.zip)| | |
-HiFiGAN | CSMSC |[HiFiGAN-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/voc5)|[hifigan_csmsc_ckpt_0.1.1.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_csmsc_ckpt_0.1.1.zip)|[hifigan_csmsc_static_0.1.1.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_csmsc_static_0.1.1.zip)|50MB|
-HiFiGAN | LJSpeech |[HiFiGAN-ljspeech](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/ljspeech/voc5)|[hifigan_ljspeech_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_ljspeech_ckpt_0.2.0.zip)|||
-HiFiGAN | AISHELL-3 |[HiFiGAN-aishell3](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/aishell3/voc5)|[hifigan_aishell3_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_aishell3_ckpt_0.2.0.zip)|||
-HiFiGAN | VCTK |[HiFiGAN-vctk](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/vctk/voc5)|[hifigan_vctk_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_vctk_ckpt_0.2.0.zip)|||
+HiFiGAN | CSMSC |[HiFiGAN-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/voc5)|[hifigan_csmsc_ckpt_0.1.1.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_csmsc_ckpt_0.1.1.zip)|[hifigan_csmsc_static_0.1.1.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_csmsc_static_0.1.1.zip) </br> [hifigan_csmsc_onnx_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_csmsc_onnx_0.2.0.zip)|46MB|
+HiFiGAN | LJSpeech |[HiFiGAN-ljspeech](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/ljspeech/voc5)|[hifigan_ljspeech_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_ljspeech_ckpt_0.2.0.zip)|[hifigan_ljspeech_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_ljspeech_static_1.1.0.zip) </br> [hifigan_ljspeech_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_ljspeech_onnx_1.1.0.zip) |49MB|
+HiFiGAN | AISHELL-3 |[HiFiGAN-aishell3](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/aishell3/voc5)|[hifigan_aishell3_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_aishell3_ckpt_0.2.0.zip)|[hifigan_aishell3_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_aishell3_static_1.1.0.zip) </br> [hifigan_aishell3_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_aishell3_onnx_1.1.0.zip)|46MB|
+HiFiGAN | VCTK |[HiFiGAN-vctk](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/vctk/voc5)|[hifigan_vctk_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_vctk_ckpt_0.2.0.zip)|[hifigan_vctk_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_vctk_static_1.1.0.zip) </br> [hifigan_vctk_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_vctk_onnx_1.1.0.zip)|46MB|
 WaveRNN | CSMSC |[WaveRNN-csmsc](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/csmsc/voc6)|[wavernn_csmsc_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/wavernn/wavernn_csmsc_ckpt_0.2.0.zip)|[wavernn_csmsc_static_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/wavernn/wavernn_csmsc_static_0.2.0.zip)|18MB|
 
 

examples/aishell3/tts3/README.md

@@ -220,6 +220,12 @@ Pretrained FastSpeech2 model with no silence in the edge of audios:
 - [fastspeech2_nosil_aishell3_ckpt_0.4.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_nosil_aishell3_ckpt_0.4.zip)
 - [fastspeech2_conformer_aishell3_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_conformer_aishell3_ckpt_0.2.0.zip) (Thanks for [@awmmmm](https://github.com/awmmmm)'s contribution)
 
+The static model can be downloaded here:
+- [fastspeech2_aishell3_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_aishell3_static_1.1.0.zip)
+
+The ONNX model can be downloaded here:
+- [fastspeech2_aishell3_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_aishell3_onnx_1.1.0.zip)
+
 FastSpeech2 checkpoint contains files listed below.
 
 ```text

examples/aishell3/tts3/local/inference.sh

@@ -17,3 +17,14 @@ if [ ${stage} -le 0 ] && [ ${stop_stage} -ge 0 ]; then
         --spk_id=0
 fi
 
+if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
+    python3 ${BIN_DIR}/../inference.py \
+        --inference_dir=${train_output_path}/inference \
+        --am=fastspeech2_aishell3 \
+        --voc=hifigan_aishell3 \
+        --text=${BIN_DIR}/../sentences.txt \
+        --output_dir=${train_output_path}/pd_infer_out \
+        --phones_dict=dump/phone_id_map.txt \
+        --speaker_dict=dump/speaker_id_map.txt \
+        --spk_id=0
+fi

examples/aishell3/tts3/local/ort_predict.sh

+train_output_path=$1
+
+stage=0
+stop_stage=0
+
+# e2e, synthesize from text
+if [ ${stage} -le 0 ] && [ ${stop_stage} -ge 0 ]; then
+    python3 ${BIN_DIR}/../ort_predict_e2e.py \
+        --inference_dir=${train_output_path}/inference_onnx \
+        --am=fastspeech2_aishell3 \
+        --voc=pwgan_aishell3 \
+        --output_dir=${train_output_path}/onnx_infer_out_e2e \
+        --text=${BIN_DIR}/../csmsc_test.txt \
+        --phones_dict=dump/phone_id_map.txt \
+        --device=cpu \
+        --cpu_threads=2 \
+        --spk_id=0
+
+fi
+
+if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
+    python3 ${BIN_DIR}/../ort_predict_e2e.py \
+        --inference_dir=${train_output_path}/inference_onnx \
+        --am=fastspeech2_aishell3 \
+        --voc=hifigan_aishell3 \
+        --output_dir=${train_output_path}/onnx_infer_out_e2e \
+        --text=${BIN_DIR}/../csmsc_test.txt \
+        --phones_dict=dump/phone_id_map.txt \
+        --device=cpu \
+        --cpu_threads=2 \
+        --spk_id=0
+fi

examples/aishell3/tts3/local/paddle2onnx.sh

+../../../csmsc/tts3/local/paddle2onnx.sh
\ No newline at end of file

examples/aishell3/tts3/run.sh

@@ -27,11 +27,34 @@ if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
 fi
 
 if [ ${stage} -le 2 ] && [ ${stop_stage} -ge 2 ]; then
-    # synthesize, vocoder is pwgan
+    # synthesize, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/synthesize.sh ${conf_path} ${train_output_path} ${ckpt_name} || exit -1
 fi
 
 if [ ${stage} -le 3 ] && [ ${stop_stage} -ge 3 ]; then
-    # synthesize_e2e, vocoder is pwgan
+    # synthesize_e2e, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/synthesize_e2e.sh ${conf_path} ${train_output_path} ${ckpt_name} || exit -1
 fi
+
+if [ ${stage} -le 4 ] && [ ${stop_stage} -ge 4 ]; then
+    # inference with static model, vocoder is pwgan by default
+    CUDA_VISIBLE_DEVICES=${gpus} ./local/inference.sh ${train_output_path} || exit -1
+fi
+
+if [ ${stage} -le 5 ] && [ ${stop_stage} -ge 5 ]; then
+    # install paddle2onnx
+    version=$(echo `pip list |grep "paddle2onnx"` |awk -F" " '{print $2}')
+    if [[ -z "$version" || ${version} != '0.9.8' ]]; then
+        pip install paddle2onnx==0.9.8
+    fi
+    ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx fastspeech2_aishell3
+    # considering the balance between speed and quality, we recommend that you use hifigan as vocoder
+    ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx pwgan_aishell3
+    # ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx hifigan_aishell3
+    
+fi
+
+# inference with onnxruntime, use fastspeech2 + hifigan by default
+if [ ${stage} -le 6 ] && [ ${stop_stage} -ge 6 ]; then
+    ./local/ort_predict.sh ${train_output_path}
+fi

examples/aishell3/voc1/README.md

@@ -133,6 +133,12 @@ optional arguments:
 Pretrained models can be downloaded here:
 - [pwg_aishell3_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwg_aishell3_ckpt_0.5.zip)
 
+The static model can be downloaded here:
+- [pwgan_aishell3_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_aishell3_static_1.1.0.zip)
+
+The ONNX model can be downloaded here:
+- [pwgan_aishell3_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_aishell3_onnx_1.1.0.zip)
+
 Model | Step | eval/generator_loss | eval/log_stft_magnitude_loss:| eval/spectral_convergence_loss 
 :-------------:| :------------:| :-----: | :-----: | :--------:
 default| 1(gpu) x 400000|1.968762|0.759008|0.218524

examples/aishell3/voc5/README.md

@@ -116,6 +116,11 @@ optional arguments:
 The pretrained model can be downloaded here:
 - [hifigan_aishell3_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_aishell3_ckpt_0.2.0.zip)
 
+The static model can be downloaded here:
+- [hifigan_aishell3_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_aishell3_static_1.1.0.zip)
+
+The ONNX model can be downloaded here:
+- [hifigan_aishell3_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_aishell3_onnx_1.1.0.zip)
 
 Model | Step | eval/generator_loss | eval/mel_loss| eval/feature_matching_loss
 :-------------:| :------------:| :-----: | :-----: | :--------:

examples/csmsc/tts2/local/ort_predict.sh

@@ -3,22 +3,34 @@ train_output_path=$1
 stage=0
 stop_stage=0
 
-# only support default_fastspeech2/speedyspeech + hifigan/mb_melgan now!
-
-# synthesize from metadata
+# e2e, synthesize from text
 if [ ${stage} -le 0 ] && [ ${stop_stage} -ge 0 ]; then
-    python3 ${BIN_DIR}/../ort_predict.py \
+    python3 ${BIN_DIR}/../ort_predict_e2e.py \
         --inference_dir=${train_output_path}/inference_onnx \
         --am=speedyspeech_csmsc \
-        --voc=hifigan_csmsc \
-        --test_metadata=dump/test/norm/metadata.jsonl \
-        --output_dir=${train_output_path}/onnx_infer_out \
+        --voc=pwgan_csmsc \
+        --output_dir=${train_output_path}/onnx_infer_out_e2e \
+        --text=${BIN_DIR}/../csmsc_test.txt \
+        --phones_dict=dump/phone_id_map.txt \
+        --tones_dict=dump/tone_id_map.txt \
         --device=cpu \
         --cpu_threads=2
 fi
 
-# e2e, synthesize from text
 if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
+    python3 ${BIN_DIR}/../ort_predict_e2e.py \
+        --inference_dir=${train_output_path}/inference_onnx \
+        --am=speedyspeech_csmsc \
+        --voc=mb_melgan_csmsc \
+        --output_dir=${train_output_path}/onnx_infer_out_e2e \
+        --text=${BIN_DIR}/../csmsc_test.txt \
+        --phones_dict=dump/phone_id_map.txt \
+        --tones_dict=dump/tone_id_map.txt \
+        --device=cpu \
+        --cpu_threads=2
+fi
+
+if [ ${stage} -le 2 ] && [ ${stop_stage} -ge 2 ]; then
     python3 ${BIN_DIR}/../ort_predict_e2e.py \
         --inference_dir=${train_output_path}/inference_onnx \
         --am=speedyspeech_csmsc \
@@ -30,3 +42,15 @@ if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
         --device=cpu \
         --cpu_threads=2
 fi
+
+# synthesize from metadata
+if [ ${stage} -le 3 ] && [ ${stop_stage} -ge 3 ]; then
+    python3 ${BIN_DIR}/../ort_predict.py \
+        --inference_dir=${train_output_path}/inference_onnx \
+        --am=speedyspeech_csmsc \
+        --voc=hifigan_csmsc \
+        --test_metadata=dump/test/norm/metadata.jsonl \
+        --output_dir=${train_output_path}/onnx_infer_out \
+        --device=cpu \
+        --cpu_threads=2
+fi

examples/csmsc/tts2/run.sh

@@ -27,12 +27,12 @@ if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
 fi
 
 if [ ${stage} -le 2 ] && [ ${stop_stage} -ge 2 ]; then
-    # synthesize, vocoder is pwgan
+    # synthesize, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/synthesize.sh ${conf_path} ${train_output_path} ${ckpt_name} || exit -1
 fi
 
 if [ ${stage} -le 3 ] && [ ${stop_stage} -ge 3 ]; then
-    # synthesize_e2e, vocoder is pwgan
+    # synthesize_e2e, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/synthesize_e2e.sh ${conf_path} ${train_output_path} ${ckpt_name} || exit -1
 fi
 
@@ -46,19 +46,17 @@ fi
 if [ ${stage} -le 5 ] && [ ${stop_stage} -ge 5 ]; then
     # install paddle2onnx
     version=$(echo `pip list |grep "paddle2onnx"` |awk -F" " '{print $2}')
-    if [[ -z "$version" || ${version} != '0.9.5' ]]; then
-        pip install paddle2onnx==0.9.5
+    if [[ -z "$version" || ${version} != '0.9.8' ]]; then
+        pip install paddle2onnx==0.9.8
     fi
     ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx speedyspeech_csmsc
-    ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx hifigan_csmsc
+    # considering the balance between speed and quality, we recommend that you use hifigan as vocoder
+    ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx pwgan_csmsc
+    # ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx mb_melgan_csmsc
+    # ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx hifigan_csmsc
 fi
 
-# inference with onnxruntime, use fastspeech2 + hifigan by default
+# inference with onnxruntime
 if [ ${stage} -le 6 ] && [ ${stop_stage} -ge 6 ]; then
-    # install onnxruntime
-    version=$(echo `pip list |grep "onnxruntime"` |awk -F" " '{print $2}')
-    if [[ -z "$version" || ${version} != '1.10.0' ]]; then
-        pip install onnxruntime==1.10.0
-    fi
     ./local/ort_predict.sh ${train_output_path}
 fi

examples/csmsc/tts3/local/ort_predict.sh

@@ -3,22 +3,32 @@ train_output_path=$1
 stage=0
 stop_stage=0
 
-# only support default_fastspeech2/speedyspeech + hifigan/mb_melgan now!
-
-# synthesize from metadata
+# e2e, synthesize from text
 if [ ${stage} -le 0 ] && [ ${stop_stage} -ge 0 ]; then
-    python3 ${BIN_DIR}/../ort_predict.py \
+    python3 ${BIN_DIR}/../ort_predict_e2e.py \
         --inference_dir=${train_output_path}/inference_onnx \
         --am=fastspeech2_csmsc \
-        --voc=hifigan_csmsc \
-        --test_metadata=dump/test/norm/metadata.jsonl \
-        --output_dir=${train_output_path}/onnx_infer_out \
+        --voc=pwgan_csmsc \
+        --output_dir=${train_output_path}/onnx_infer_out_e2e \
+        --text=${BIN_DIR}/../csmsc_test.txt \
+        --phones_dict=dump/phone_id_map.txt \
         --device=cpu \
         --cpu_threads=2
 fi
 
-# e2e, synthesize from text
 if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
+    python3 ${BIN_DIR}/../ort_predict_e2e.py \
+        --inference_dir=${train_output_path}/inference_onnx \
+        --am=fastspeech2_csmsc \
+        --voc=mb_melgan_csmsc \
+        --output_dir=${train_output_path}/onnx_infer_out_e2e \
+        --text=${BIN_DIR}/../csmsc_test.txt \
+        --phones_dict=dump/phone_id_map.txt \
+        --device=cpu \
+        --cpu_threads=2
+fi
+
+if [ ${stage} -le 2 ] && [ ${stop_stage} -ge 2 ]; then
     python3 ${BIN_DIR}/../ort_predict_e2e.py \
         --inference_dir=${train_output_path}/inference_onnx \
         --am=fastspeech2_csmsc \
@@ -29,3 +39,15 @@ if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
         --device=cpu \
         --cpu_threads=2
 fi
+
+# synthesize from metadata, take hifigan as an example
+if [ ${stage} -le 3 ] && [ ${stop_stage} -ge 3 ]; then
+    python3 ${BIN_DIR}/../ort_predict.py \
+        --inference_dir=${train_output_path}/inference_onnx \
+        --am=fastspeech2_csmsc \
+        --voc=hifigan_csmsc \
+        --test_metadata=dump/test/norm/metadata.jsonl \
+        --output_dir=${train_output_path}/onnx_infer_out \
+        --device=cpu \
+        --cpu_threads=2
+fi
\ No newline at end of file

examples/csmsc/tts3/local/ort_predict_streaming.sh

@@ -5,6 +5,34 @@ stop_stage=0
 
 # e2e, synthesize from text
 if [ ${stage} -le 0 ] && [ ${stop_stage} -ge 0 ]; then
+    python3 ${BIN_DIR}/../ort_predict_streaming.py \
+        --inference_dir=${train_output_path}/inference_onnx_streaming \
+        --am=fastspeech2_csmsc \
+        --am_stat=dump/train/speech_stats.npy \
+        --voc=pwgan_csmsc \
+        --output_dir=${train_output_path}/onnx_infer_out_streaming \
+        --text=${BIN_DIR}/../csmsc_test.txt \
+        --phones_dict=dump/phone_id_map.txt \
+        --device=cpu \
+        --cpu_threads=2 \
+        --am_streaming=True
+fi
+
+if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
+    python3 ${BIN_DIR}/../ort_predict_streaming.py \
+        --inference_dir=${train_output_path}/inference_onnx_streaming \
+        --am=fastspeech2_csmsc \
+        --am_stat=dump/train/speech_stats.npy \
+        --voc=mb_melgan_csmsc \
+        --output_dir=${train_output_path}/onnx_infer_out_streaming \
+        --text=${BIN_DIR}/../csmsc_test.txt \
+        --phones_dict=dump/phone_id_map.txt \
+        --device=cpu \
+        --cpu_threads=2 \
+        --am_streaming=True
+fi
+
+if [ ${stage} -le 2 ] && [ ${stop_stage} -ge 2 ]; then
     python3 ${BIN_DIR}/../ort_predict_streaming.py \
         --inference_dir=${train_output_path}/inference_onnx_streaming \
         --am=fastspeech2_csmsc \

examples/csmsc/tts3/local/synthesize_streaming.sh

@@ -24,7 +24,8 @@ if [ ${stage} -le 0 ] && [ ${stop_stage} -ge 0 ]; then
         --text=${BIN_DIR}/../sentences.txt \
         --output_dir=${train_output_path}/test_e2e_streaming \
         --phones_dict=dump/phone_id_map.txt \
-        --am_streaming=True
+        --am_streaming=True \
+        --inference_dir=${train_output_path}/inference_streaming
 fi
 
 # for more GAN Vocoders
@@ -45,7 +46,8 @@ if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
         --text=${BIN_DIR}/../sentences.txt \
         --output_dir=${train_output_path}/test_e2e_streaming \
         --phones_dict=dump/phone_id_map.txt \
-        --am_streaming=True
+        --am_streaming=True \
+        --inference_dir=${train_output_path}/inference_streaming
 fi
 
 # the pretrained models haven't release now

examples/csmsc/tts3/run.sh

@@ -27,17 +27,17 @@ if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
 fi
 
 if [ ${stage} -le 2 ] && [ ${stop_stage} -ge 2 ]; then
-    # synthesize, vocoder is pwgan
+    # synthesize, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/synthesize.sh ${conf_path} ${train_output_path} ${ckpt_name} || exit -1
 fi
 
 if [ ${stage} -le 3 ] && [ ${stop_stage} -ge 3 ]; then
-    # synthesize_e2e, vocoder is pwgan
+    # synthesize_e2e, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/synthesize_e2e.sh ${conf_path} ${train_output_path} ${ckpt_name} || exit -1
 fi
 
 if [ ${stage} -le 4 ] && [ ${stop_stage} -ge 4 ]; then
-    # inference with static model
+    # inference with static model, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/inference.sh ${train_output_path} || exit -1
 fi
 
@@ -46,15 +46,18 @@ fi
 if [ ${stage} -le 5 ] && [ ${stop_stage} -ge 5 ]; then
     # install paddle2onnx
     version=$(echo `pip list |grep "paddle2onnx"` |awk -F" " '{print $2}')
-    if [[ -z "$version" || ${version} != '0.9.5' ]]; then
-        pip install paddle2onnx==0.9.5
+    if [[ -z "$version" || ${version} != '0.9.8' ]]; then
+        pip install paddle2onnx==0.9.8
     fi
     ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx fastspeech2_csmsc
-    ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx hifigan_csmsc
-    ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx mb_melgan_csmsc
+    # considering the balance between speed and quality, we recommend that you use hifigan as vocoder
+    ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx pwgan_csmsc
+    # ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx mb_melgan_csmsc
+    # ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx hifigan_csmsc
+    
 fi
 
-# inference with onnxruntime, use fastspeech2 + hifigan by default
+# inference with onnxruntime
 if [ ${stage} -le 6 ] && [ ${stop_stage} -ge 6 ]; then
     ./local/ort_predict.sh ${train_output_path}
 fi

examples/csmsc/tts3/run_cnndecoder.sh

@@ -33,25 +33,25 @@ fi
 
 # synthesize_e2e non-streaming
 if [ ${stage} -le 3 ] && [ ${stop_stage} -ge 3 ]; then
-    # synthesize_e2e, vocoder is pwgan
+    # synthesize_e2e, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/synthesize_e2e.sh ${conf_path} ${train_output_path} ${ckpt_name} || exit -1
 fi
 
 # inference non-streaming
 if [ ${stage} -le 4 ] && [ ${stop_stage} -ge 4 ]; then
-    # inference with static model
+    # inference with static model, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/inference.sh ${train_output_path} || exit -1
 fi
 
 # synthesize_e2e streaming
 if [ ${stage} -le 5 ] && [ ${stop_stage} -ge 5 ]; then
-    # synthesize_e2e, vocoder is pwgan
+    # synthesize_e2e, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/synthesize_streaming.sh ${conf_path} ${train_output_path} ${ckpt_name} || exit -1
 fi
 
 # inference streaming
 if [ ${stage} -le 6 ] && [ ${stop_stage} -ge 6 ]; then
-    # inference with static model
+    # inference with static model, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/inference_streaming.sh ${train_output_path} || exit -1
 fi
 
@@ -59,32 +59,37 @@ fi
 if [ ${stage} -le 7 ] && [ ${stop_stage} -ge 7 ]; then
     # install paddle2onnx
     version=$(echo `pip list |grep "paddle2onnx"` |awk -F" " '{print $2}')
-    if [[ -z "$version" || ${version} != '0.9.5' ]]; then
-        pip install paddle2onnx==0.9.5
+    if [[ -z "$version" || ${version} != '0.9.8' ]]; then
+        pip install paddle2onnx==0.9.8
     fi
     ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx fastspeech2_csmsc
-    ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx hifigan_csmsc
+    # considering the balance between speed and quality, we recommend that you use hifigan as vocoder
+    ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx pwgan_csmsc
+    # ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx mb_melgan_csmsc
+    # ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx hifigan_csmsc
 fi
 
 # onnxruntime non streaming
-# inference with onnxruntime, use fastspeech2 + hifigan by default
 if [ ${stage} -le 8 ] && [ ${stop_stage} -ge 8 ]; then
     ./local/ort_predict.sh ${train_output_path}
 fi
 
 # paddle2onnx streaming
+
 if [ ${stage} -le 9 ] && [ ${stop_stage} -ge 9 ]; then
     # install paddle2onnx
     version=$(echo `pip list |grep "paddle2onnx"` |awk -F" " '{print $2}')
-    if [[ -z "$version" || ${version} != '0.9.5' ]]; then
-        pip install paddle2onnx==0.9.5
+    if [[ -z "$version" || ${version} != '0.9.8' ]]; then
+        pip install paddle2onnx==0.9.8
     fi
     # streaming acoustic model
     ./local/paddle2onnx.sh ${train_output_path} inference_streaming inference_onnx_streaming fastspeech2_csmsc_am_encoder_infer
     ./local/paddle2onnx.sh ${train_output_path} inference_streaming inference_onnx_streaming fastspeech2_csmsc_am_decoder
     ./local/paddle2onnx.sh ${train_output_path} inference_streaming inference_onnx_streaming fastspeech2_csmsc_am_postnet
-    # vocoder
-    ./local/paddle2onnx.sh ${train_output_path} inference_streaming inference_onnx_streaming hifigan_csmsc
+    # considering the balance between speed and quality, we recommend that you use hifigan as vocoder
+    ./local/paddle2onnx.sh ${train_output_path} inference_streaming inference_onnx_streaming pwgan_csmsc
+    # ./local/paddle2onnx.sh ${train_output_path} inference_streaming inference_onnx_streaming mb_melgan_csmsc
+    # ./local/paddle2onnx.sh ${train_output_path} inference_streaming inference_onnx_streaming hifigan_csmsc
 fi
 
 # onnxruntime streaming

examples/ljspeech/tts3/README.md

@@ -215,6 +215,13 @@ optional arguments:
 Pretrained FastSpeech2 model with no silence in the edge of audios:
 - [fastspeech2_nosil_ljspeech_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_nosil_ljspeech_ckpt_0.5.zip)
 
+The static model can be downloaded here:
+- [fastspeech2_ljspeech_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_ljspeech_static_1.1.0.zip)
+
+The ONNX model can be downloaded here:
+- [fastspeech2_ljspeech_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_ljspeech_onnx_1.1.0.zip)
+
+
 Model | Step | eval/loss | eval/l1_loss | eval/duration_loss | eval/pitch_loss| eval/energy_loss 
 :-------------:| :------------:| :-----: | :-----: | :--------: |:--------:|:---------:
 default| 2(gpu) x 100000| 1.505682|0.612104| 0.045505| 0.62792| 0.220147

examples/ljspeech/tts3/local/inference.sh

+#!/bin/bash
+
+train_output_path=$1
+
+stage=0
+stop_stage=0
+
+# pwgan
+if [ ${stage} -le 0 ] && [ ${stop_stage} -ge 0 ]; then
+    python3 ${BIN_DIR}/../inference.py \
+        --inference_dir=${train_output_path}/inference \
+        --am=fastspeech2_ljspeech \
+        --voc=pwgan_ljspeech \
+        --text=${BIN_DIR}/../sentences_en.txt \
+        --output_dir=${train_output_path}/pd_infer_out \
+        --phones_dict=dump/phone_id_map.txt \
+        --lang=en
+fi
+
+# hifigan
+if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
+    python3 ${BIN_DIR}/../inference.py \
+        --inference_dir=${train_output_path}/inference \
+        --am=fastspeech2_ljspeech \
+        --voc=hifigan_ljspeech \
+        --text=${BIN_DIR}/../sentences_en.txt \
+        --output_dir=${train_output_path}/pd_infer_out \
+        --phones_dict=dump/phone_id_map.txt \
+        --lang=en
+fi

examples/ljspeech/tts3/local/ort_predict.sh

+train_output_path=$1
+
+stage=0
+stop_stage=0
+
+# e2e, synthesize from text
+if [ ${stage} -le 0 ] && [ ${stop_stage} -ge 0 ]; then
+    python3 ${BIN_DIR}/../ort_predict_e2e.py \
+        --inference_dir=${train_output_path}/inference_onnx \
+        --am=fastspeech2_ljspeech \
+        --voc=pwgan_ljspeech\
+        --output_dir=${train_output_path}/onnx_infer_out_e2e \
+        --text=${BIN_DIR}/../sentences_en.txt  \
+        --phones_dict=dump/phone_id_map.txt \
+        --device=cpu \
+        --cpu_threads=2 \
+        --lang=en
+
+fi
+
+if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
+    python3 ${BIN_DIR}/../ort_predict_e2e.py \
+        --inference_dir=${train_output_path}/inference_onnx \
+        --am=fastspeech2_ljspeech \
+        --voc=hifigan_ljspeech \
+        --output_dir=${train_output_path}/onnx_infer_out_e2e \
+        --text=${BIN_DIR}/../sentences_en.txt  \
+        --phones_dict=dump/phone_id_map.txt \
+        --device=cpu \
+        --cpu_threads=2 \
+        --lang=en
+fi

examples/ljspeech/tts3/local/paddle2onnx.sh

+../../../csmsc/tts3/local/paddle2onnx.sh
\ No newline at end of file

examples/ljspeech/tts3/run.sh

@@ -27,11 +27,35 @@ if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
 fi
 
 if [ ${stage} -le 2 ] && [ ${stop_stage} -ge 2 ]; then
-    # synthesize, vocoder is pwgan
+    # synthesize, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/synthesize.sh ${conf_path} ${train_output_path} ${ckpt_name} || exit -1
 fi
 
 if [ ${stage} -le 3 ] && [ ${stop_stage} -ge 3 ]; then
-    # synthesize_e2e, vocoder is pwgan
+    # synthesize_e2e, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/synthesize_e2e.sh ${conf_path} ${train_output_path} ${ckpt_name} || exit -1
 fi
+
+if [ ${stage} -le 4 ] && [ ${stop_stage} -ge 4 ]; then
+    # inference with static model, vocoder is pwgan by default
+    CUDA_VISIBLE_DEVICES=${gpus} ./local/inference.sh ${train_output_path} || exit -1
+fi
+
+# paddle2onnx, please make sure the static models are in ${train_output_path}/inference first
+# we have only tested the following models so far
+if [ ${stage} -le 5 ] && [ ${stop_stage} -ge 5 ]; then
+    # install paddle2onnx
+    version=$(echo `pip list |grep "paddle2onnx"` |awk -F" " '{print $2}')
+    if [[ -z "$version" || ${version} != '0.9.8' ]]; then
+        pip install paddle2onnx==0.9.8
+    fi
+    ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx fastspeech2_ljspeech
+    # considering the balance between speed and quality, we recommend that you use hifigan as vocoder
+    ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx pwgan_ljspeech
+    # ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx hifigan_ljspeech
+fi
+
+# inference with onnxruntime, use fastspeech2 + hifigan by default
+if [ ${stage} -le 6 ] && [ ${stop_stage} -ge 6 ]; then
+    ./local/ort_predict.sh ${train_output_path}
+fi

examples/ljspeech/voc1/README.md

@@ -130,6 +130,13 @@ optional arguments:
 Pretrained models can be downloaded here:
 - [pwg_ljspeech_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwg_ljspeech_ckpt_0.5.zip)
 
+The static model can be downloaded here:
+- [pwgan_ljspeech_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_ljspeech_static_1.1.0.zip)
+
+The ONNX model can be downloaded here:
+- [pwgan_ljspeech_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_ljspeech_onnx_1.1.0.zip)
+
+
 Parallel WaveGAN checkpoint contains files listed below.
 
 ```text

examples/ljspeech/voc5/README.md

@@ -115,6 +115,12 @@ optional arguments:
 The pretrained model can be downloaded here:
 - [hifigan_ljspeech_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_ljspeech_ckpt_0.2.0.zip)
 
+The static model can be downloaded here:
+- [hifigan_ljspeech_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_ljspeech_static_1.1.0.zip)
+
+The ONNX model can be downloaded here:
+- [hifigan_ljspeech_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_ljspeech_onnx_1.1.0.zip)
+
 
 Model | Step | eval/generator_loss | eval/mel_loss| eval/feature_matching_loss
 :-------------:| :------------:| :-----: | :-----: | :--------:

examples/vctk/tts3/README.md

@@ -218,6 +218,12 @@ optional arguments:
 Pretrained FastSpeech2 model with no silence in the edge of audios:
 - [fastspeech2_nosil_vctk_ckpt_0.5.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_nosil_vctk_ckpt_0.5.zip)
 
+The static model can be downloaded here:
+- [fastspeech2_vctk_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_vctk_static_1.1.0.zip)
+
+The ONNX model can be downloaded here:
+- [fastspeech2_vctk_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_vctk_onnx_1.1.0.zip)
+
 FastSpeech2 checkpoint contains files listed below.
 ```text
 fastspeech2_nosil_vctk_ckpt_0.5

examples/vctk/tts3/local/inference.sh

@@ -18,3 +18,15 @@ if [ ${stage} -le 0 ] && [ ${stop_stage} -ge 0 ]; then
         --lang=en
 fi
 
+if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
+    python3 ${BIN_DIR}/../inference.py \
+        --inference_dir=${train_output_path}/inference \
+        --am=fastspeech2_vctk \
+        --voc=hifigan_vctk \
+        --text=${BIN_DIR}/../sentences_en.txt \
+        --output_dir=${train_output_path}/pd_infer_out \
+        --phones_dict=dump/phone_id_map.txt \
+        --speaker_dict=dump/speaker_id_map.txt \
+        --spk_id=0 \
+        --lang=en
+fi

examples/vctk/tts3/local/ort_predict.sh

+train_output_path=$1
+
+stage=0
+stop_stage=0
+
+# e2e, synthesize from text
+if [ ${stage} -le 0 ] && [ ${stop_stage} -ge 0 ]; then
+    python3 ${BIN_DIR}/../ort_predict_e2e.py \
+        --inference_dir=${train_output_path}/inference_onnx \
+        --am=fastspeech2_vctk \
+        --voc=pwgan_vctk \
+        --output_dir=${train_output_path}/onnx_infer_out_e2e \
+        --text=${BIN_DIR}/../sentences_en.txt \
+        --phones_dict=dump/phone_id_map.txt \
+        --device=cpu \
+        --cpu_threads=2 \
+        --spk_id=0 \
+        --lang=en
+
+fi
+
+if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
+    python3 ${BIN_DIR}/../ort_predict_e2e.py \
+        --inference_dir=${train_output_path}/inference_onnx \
+        --am=fastspeech2_vctk \
+        --voc=hifigan_vctk \
+        --output_dir=${train_output_path}/onnx_infer_out_e2e \
+        --text=${BIN_DIR}/../sentences_en.txt \
+        --phones_dict=dump/phone_id_map.txt \
+        --device=cpu \
+        --cpu_threads=2 \
+        --spk_id=0 \
+        --lang=en
+fi

examples/vctk/tts3/local/paddle2onnx.sh

+../../../csmsc/tts3/local/paddle2onnx.sh
\ No newline at end of file

examples/vctk/tts3/run.sh

@@ -27,11 +27,34 @@ if [ ${stage} -le 1 ] && [ ${stop_stage} -ge 1 ]; then
 fi
 
 if [ ${stage} -le 2 ] && [ ${stop_stage} -ge 2 ]; then
-    # synthesize, vocoder is pwgan
+    # synthesize, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/synthesize.sh ${conf_path} ${train_output_path} ${ckpt_name} || exit -1
 fi
 
 if [ ${stage} -le 3 ] && [ ${stop_stage} -ge 3 ]; then
-    # synthesize_e2e, vocoder is pwgan
+    # synthesize_e2e, vocoder is pwgan by default
     CUDA_VISIBLE_DEVICES=${gpus} ./local/synthesize_e2e.sh ${conf_path} ${train_output_path} ${ckpt_name} || exit -1
 fi
+
+if [ ${stage} -le 4 ] && [ ${stop_stage} -ge 4 ]; then
+    # inference with static model, vocoder is pwgan by default
+    CUDA_VISIBLE_DEVICES=${gpus} ./local/inference.sh ${train_output_path} || exit -1
+fi
+
+if [ ${stage} -le 5 ] && [ ${stop_stage} -ge 5 ]; then
+    # install paddle2onnx
+    version=$(echo `pip list |grep "paddle2onnx"` |awk -F" " '{print $2}')
+    if [[ -z "$version" || ${version} != '0.9.8' ]]; then
+        pip install paddle2onnx==0.9.8
+    fi
+    ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx fastspeech2_vctk
+    # considering the balance between speed and quality, we recommend that you use hifigan as vocoder
+    ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx pwgan_vctk
+    # ./local/paddle2onnx.sh ${train_output_path} inference inference_onnx hifigan_vctk
+    
+fi
+
+# inference with onnxruntime, use fastspeech2 + hifigan by default
+if [ ${stage} -le 6 ] && [ ${stop_stage} -ge 6 ]; then
+    ./local/ort_predict.sh ${train_output_path}
+fi

examples/vctk/voc1/README.md

@@ -135,6 +135,13 @@ optional arguments:
 Pretrained models can be downloaded here:
 - [pwg_vctk_ckpt_0.1.1.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwg_vctk_ckpt_0.1.1.zip)
 
+The static model can be downloaded here:
+- [pwgan_vctk_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_vctk_static_1.1.0.zip)
+
+The ONNX model can be downloaded here:
+- [pwgan_vctk_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_vctk_onnx_1.1.0.zip)
+
+
 Parallel WaveGAN checkpoint contains files listed below.
 
 ```text

examples/vctk/voc5/README.md

@@ -121,6 +121,12 @@ optional arguments:
 The pretrained model can be downloaded here:
 - [hifigan_vctk_ckpt_0.2.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_vctk_ckpt_0.2.0.zip)
 
+The static model can be downloaded here:
+- [hifigan_vctk_static_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_vctk_static_1.1.0.zip)
+
+The ONNX model can be downloaded here:
+- [hifigan_vctk_onnx_1.1.0.zip](https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_vctk_onnx_1.1.0.zip)
+
 
 Model | Step | eval/generator_loss | eval/mel_loss| eval/feature_matching_loss
 :-------------:| :------------:| :-----: | :-----: | :--------:

examples/voxceleb/sv0/local/convert.sh

+# copy this to root directory of data and 
+# chmod a+x convert.sh
+# ./convert.sh
+# https://unix.stackexchange.com/questions/103920/parallelize-a-bash-for-loop
+dir=$1
+open_sem(){
+    mkfifo pipe-$$
+    exec 3<>pipe-$$
+    rm pipe-$$
+    local i=$1
+    for((;i>0;i--)); do
+        printf %s 000 >&3
+    done
+}
+run_with_lock(){
+    local x
+    read -u 3 -n 3 x && ((0==x)) || exit $x
+    (
+     ( "$@"; )
+    printf '%.3d' $? >&3
+    )&
+}
+N=32 # number of vCPU
+open_sem $N
+for f in $(find ${dir} -name "*.m4a"); do
+    run_with_lock ffmpeg -loglevel panic -i "$f" -ar 16000 "${f%.*}.wav"
+done

examples/wenetspeech/asr1/run.sh

@@ -7,7 +7,7 @@ gpus=0,1,2,3,4,5,6,7
 stage=0
 stop_stage=100
 conf_path=conf/conformer.yaml
-ips=  #xxx.xxx.xxx, xxx.xxx.xxx.xxx
+ips=  #xxx.xxx.xxx.xxx,xxx.xxx.xxx.xxx
 decode_conf_path=conf/tuning/decode.yaml
 average_checkpoint=true
 avg_num=10

paddlespeech/audio/streamdata/__init__.py

@@ -44,7 +44,7 @@ from .filters import (
     cmvn,
     placeholder,
 )
-from webdataset.handlers import (
+from .handlers import (
     ignore_and_continue,
     ignore_and_stop,
     reraise_exception,

paddlespeech/cli/base_commands.py

@@ -94,7 +94,7 @@ class StatsCommand:
     def __init__(self):
         self.parser = argparse.ArgumentParser(
             prog='paddlespeech.stats', add_help=True)
-        self.task_choices = ['asr', 'cls', 'st', 'text', 'tts', 'vector']
+        self.task_choices = ['asr', 'cls', 'st', 'text', 'tts', 'vector', 'kws']
         self.parser.add_argument(
             '--task',
             type=str,
@@ -138,6 +138,7 @@ _commands = {
     'text': ['Text command.', 'TextExecutor'],
     'tts': ['Text to Speech infer command.', 'TTSExecutor'],
     'vector': ['Speech to vector embedding infer command.', 'VectorExecutor'],
+    'kws': ['Keyword Spotting infer command.', 'KWSExecutor'],
 }
 
 for com, info in _commands.items():

paddlespeech/cli/kws/__init__.py

+# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+from .infer import KWSExecutor

paddlespeech/cli/kws/infer.py

+# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+import argparse
+import os
+from collections import OrderedDict
+from typing import List
+from typing import Optional
+from typing import Union
+
+import paddle
+import yaml
+
+from ..executor import BaseExecutor
+from ..log import logger
+from ..utils import stats_wrapper
+from paddlespeech.audio import load
+from paddlespeech.audio.compliance.kaldi import fbank as kaldi_fbank
+
+__all__ = ['KWSExecutor']
+
+
+class KWSExecutor(BaseExecutor):
+    def __init__(self):
+        super().__init__(task='kws')
+        self.parser = argparse.ArgumentParser(
+            prog='paddlespeech.kws', add_help=True)
+        self.parser.add_argument(
+            '--input',
+            type=str,
+            default=None,
+            help='Audio file to keyword spotting.')
+        self.parser.add_argument(
+            '--threshold',
+            type=float,
+            default=0.8,
+            help='Score threshold for keyword spotting.')
+        self.parser.add_argument(
+            '--model',
+            type=str,
+            default='mdtc_heysnips',
+            choices=[
+                tag[:tag.index('-')]
+                for tag in self.task_resource.pretrained_models.keys()
+            ],
+            help='Choose model type of kws task.')
+        self.parser.add_argument(
+            '--config',
+            type=str,
+            default=None,
+            help='Config of kws task. Use deault config when it is None.')
+        self.parser.add_argument(
+            '--ckpt_path',
+            type=str,
+            default=None,
+            help='Checkpoint file of model.')
+        self.parser.add_argument(
+            '--device',
+            type=str,
+            default=paddle.get_device(),
+            help='Choose device to execute model inference.')
+        self.parser.add_argument(
+            '-d',
+            '--job_dump_result',
+            action='store_true',
+            help='Save job result into file.')
+        self.parser.add_argument(
+            '-v',
+            '--verbose',
+            action='store_true',
+            help='Increase logger verbosity of current task.')
+
+    def _init_from_path(self,
+                        model_type: str='mdtc_heysnips',
+                        cfg_path: Optional[os.PathLike]=None,
+                        ckpt_path: Optional[os.PathLike]=None):
+        """
+            Init model and other resources from a specific path.
+        """
+        if hasattr(self, 'model'):
+            logger.info('Model had been initialized.')
+            return
+
+        if ckpt_path is None:
+            tag = model_type + '-' + '16k'
+            self.task_resource.set_task_model(tag)
+            self.cfg_path = os.path.join(
+                self.task_resource.res_dir,
+                self.task_resource.res_dict['cfg_path'])
+            self.ckpt_path = os.path.join(
+                self.task_resource.res_dir,
+                self.task_resource.res_dict['ckpt_path'] + '.pdparams')
+        else:
+            self.cfg_path = os.path.abspath(cfg_path)
+            self.ckpt_path = os.path.abspath(ckpt_path)
+
+        # config
+        with open(self.cfg_path, 'r') as f:
+            config = yaml.safe_load(f)
+
+        # model
+        backbone_class = self.task_resource.get_model_class(
+            model_type.split('_')[0])
+        model_class = self.task_resource.get_model_class(
+            model_type.split('_')[0] + '_for_kws')
+        backbone = backbone_class(
+            stack_num=config['stack_num'],
+            stack_size=config['stack_size'],
+            in_channels=config['in_channels'],
+            res_channels=config['res_channels'],
+            kernel_size=config['kernel_size'],
+            causal=True, )
+        self.model = model_class(
+            backbone=backbone, num_keywords=config['num_keywords'])
+        model_dict = paddle.load(self.ckpt_path)
+        self.model.set_state_dict(model_dict)
+        self.model.eval()
+
+        self.feature_extractor = lambda x: kaldi_fbank(
+            x, sr=config['sample_rate'],
+            frame_shift=config['frame_shift'],
+            frame_length=config['frame_length'],
+            n_mels=config['n_mels']
+        )
+
+    def preprocess(self, audio_file: Union[str, os.PathLike]):
+        """
+            Input preprocess and return paddle.Tensor stored in self.input.
+            Input content can be a text(tts), a file(asr, cls) or a streaming(not supported yet).
+        """
+        assert os.path.isfile(audio_file)
+        waveform, _ = load(audio_file)
+        if isinstance(audio_file, (str, os.PathLike)):
+            logger.info("Preprocessing audio_file:" + audio_file)
+
+        # Feature extraction
+        waveform = paddle.to_tensor(waveform).unsqueeze(0)
+        self._inputs['feats'] = self.feature_extractor(waveform).unsqueeze(0)
+
+    @paddle.no_grad()
+    def infer(self):
+        """
+            Model inference and result stored in self.output.
+        """
+        self._outputs['logits'] = self.model(self._inputs['feats'])
+
+    def postprocess(self, threshold: float) -> Union[str, os.PathLike]:
+        """
+            Output postprocess and return human-readable results such as texts and audio files.
+        """
+        kws_score = max(self._outputs['logits'][0, :, 0]).item()
+        return 'Score: {:.3f}, Threshold: {}, Is keyword: {}'.format(
+            kws_score, threshold, kws_score > threshold)
+
+    def execute(self, argv: List[str]) -> bool:
+        """
+            Command line entry.
+        """
+        parser_args = self.parser.parse_args(argv)
+
+        model_type = parser_args.model
+        cfg_path = parser_args.config
+        ckpt_path = parser_args.ckpt_path
+        device = parser_args.device
+        threshold = parser_args.threshold
+
+        if not parser_args.verbose:
+            self.disable_task_loggers()
+
+        task_source = self.get_input_source(parser_args.input)
+        task_results = OrderedDict()
+        has_exceptions = False
+
+        for id_, input_ in task_source.items():
+            try:
+                res = self(input_, threshold, model_type, cfg_path, ckpt_path,
+                           device)
+                task_results[id_] = res
+            except Exception as e:
+                has_exceptions = True
+                task_results[id_] = f'{e.__class__.__name__}: {e}'
+
+        self.process_task_results(parser_args.input, task_results,
+                                  parser_args.job_dump_result)
+
+        if has_exceptions:
+            return False
+        else:
+            return True
+
+    @stats_wrapper
+    def __call__(self,
+                 audio_file: os.PathLike,
+                 threshold: float=0.8,
+                 model: str='mdtc_heysnips',
+                 config: Optional[os.PathLike]=None,
+                 ckpt_path: Optional[os.PathLike]=None,
+                 device: str=paddle.get_device()):
+        """
+            Python API to call an executor.
+        """
+        audio_file = os.path.abspath(os.path.expanduser(audio_file))
+        paddle.set_device(device)
+        self._init_from_path(model, config, ckpt_path)
+        self.preprocess(audio_file)
+        self.infer()
+        res = self.postprocess(threshold)
+
+        return res

paddlespeech/resource/model_alias.py

@@ -83,4 +83,10 @@ model_alias = {
     # ------------ Vector -------------
     # ---------------------------------
     "ecapatdnn": ["paddlespeech.vector.models.ecapa_tdnn:EcapaTdnn"],
+
+    # ---------------------------------
+    # -------------- kws --------------
+    # ---------------------------------
+    "mdtc": ["paddlespeech.kws.models.mdtc:MDTC"],
+    "mdtc_for_kws": ["paddlespeech.kws.models.mdtc:KWSModel"],
 }

paddlespeech/resource/pretrained_models.py

@@ -639,6 +639,22 @@ tts_dynamic_pretrained_models = {
             'speaker_id_map.txt',
         },
     },
+    "fastspeech2_cnndecoder_csmsc-zh": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_cnndecoder_csmsc_ckpt_1.0.0.zip',
+            'md5':
+            '6eb28e22ace73e0ebe7845f86478f89f',
+            'config':
+            'cnndecoder.yaml',
+            'ckpt':
+            'snapshot_iter_153000.pdz',
+            'speech_stats':
+            'speech_stats.npy',
+            'phones_dict':
+            'phone_id_map.txt',
+        },
+    },
     # tacotron2
     "tacotron2_csmsc-zh": {
         '1.0': {
@@ -831,22 +847,6 @@ tts_dynamic_pretrained_models = {
             'feats_stats.npy',
         },
     },
-    "fastspeech2_cnndecoder_csmsc-zh": {
-        '1.0': {
-            'url':
-            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_cnndecoder_csmsc_ckpt_1.0.0.zip',
-            'md5':
-            '6eb28e22ace73e0ebe7845f86478f89f',
-            'config':
-            'cnndecoder.yaml',
-            'ckpt':
-            'snapshot_iter_153000.pdz',
-            'speech_stats':
-            'speech_stats.npy',
-            'phones_dict':
-            'phone_id_map.txt',
-        },
-    },
 }
 
 tts_static_pretrained_models = {
@@ -886,6 +886,58 @@ tts_static_pretrained_models = {
             24000,
         },
     },
+    "fastspeech2_ljspeech-en": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_ljspeech_static_1.1.0.zip',
+            'md5':
+            'c49f70b52973423ec45aaa6184fb5bc6',
+            'model':
+            'fastspeech2_ljspeech.pdmodel',
+            'params':
+            'fastspeech2_ljspeech.pdiparams',
+            'phones_dict':
+            'phone_id_map.txt',
+            'sample_rate':
+            22050,
+        },
+    },
+    "fastspeech2_aishell3-zh": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_aishell3_static_1.1.0.zip',
+            'md5':
+            '695af44679f48eb4abc159977ddaee16',
+            'model':
+            'fastspeech2_aishell3.pdmodel',
+            'params':
+            'fastspeech2_aishell3.pdiparams',
+            'phones_dict':
+            'phone_id_map.txt',
+            'speaker_dict':
+            'speaker_id_map.txt',
+            'sample_rate':
+            24000,
+        },
+    },
+    "fastspeech2_vctk-en": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_vctk_static_1.1.0.zip',
+            'md5':
+            '92d8c082f180bda2fd05a534fb4a1b62',
+            'model':
+            'fastspeech2_vctk.pdmodel',
+            'params':
+            'fastspeech2_vctk.pdiparams',
+            'phones_dict':
+            'phone_id_map.txt',
+            'speaker_dict':
+            'speaker_id_map.txt',
+            'sample_rate':
+            24000,
+        },
+    },
     # pwgan
     "pwgan_csmsc-zh": {
         '1.0': {
@@ -901,6 +953,48 @@ tts_static_pretrained_models = {
             24000,
         },
     },
+    "pwgan_ljspeech-en": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_ljspeech_static_1.1.0.zip',
+            'md5':
+            '6f457a069da99c6814ac1fb4677281e4',
+            'model':
+            'pwgan_ljspeech.pdmodel',
+            'params':
+            'pwgan_ljspeech.pdiparams',
+            'sample_rate':
+            22050,
+        },
+    },
+    "pwgan_aishell3-zh": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_aishell3_static_1.1.0.zip',
+            'md5':
+            '199f64010238275fbdacb326a5cf82d1',
+            'model':
+            'pwgan_aishell3.pdmodel',
+            'params':
+            'pwgan_aishell3.pdiparams',
+            'sample_rate':
+            24000,
+        },
+    },
+    "pwgan_vctk-en": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_vctk_static_1.1.0.zip',
+            'md5':
+            'ee0fc571ad5a7fbe4ca20e49df22b819',
+            'model':
+            'pwgan_vctk.pdmodel',
+            'params':
+            'pwgan_vctk.pdiparams',
+            'sample_rate':
+            24000,
+        },
+    },
     # mb_melgan
     "mb_melgan_csmsc-zh": {
         '1.0': {
@@ -931,9 +1025,67 @@ tts_static_pretrained_models = {
             24000,
         },
     },
+    "hifigan_ljspeech-en": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_ljspeech_static_1.1.0.zip',
+            'md5':
+            '8c674e79be7c45f6eda74825316438a0',
+            'model':
+            'hifigan_ljspeech.pdmodel',
+            'params':
+            'hifigan_ljspeech.pdiparams',
+            'sample_rate':
+            22050,
+        },
+    },
+    "hifigan_aishell3-zh": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_aishell3_static_1.1.0.zip',
+            'md5':
+            '7a10ec5d8d851e2000128f040d30cc01',
+            'model':
+            'hifigan_aishell3.pdmodel',
+            'params':
+            'hifigan_aishell3.pdiparams',
+            'sample_rate':
+            24000,
+        },
+    },
+    "hifigan_vctk-en": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_vctk_static_1.1.0.zip',
+            'md5':
+            '130f791dfac84ccdd44ccbdfb67bf08e',
+            'model':
+            'hifigan_vctk.pdmodel',
+            'params':
+            'hifigan_vctk.pdiparams',
+            'sample_rate':
+            24000,
+        },
+    },
 }
 
 tts_onnx_pretrained_models = {
+    # speedyspeech
+    "speedyspeech_csmsc_onnx-zh": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/speedyspeech/speedyspeech_csmsc_onnx_0.2.0.zip',
+            'md5':
+            '3e9c45af9ef70675fc1968ed5074fc88',
+            'ckpt': ['speedyspeech_csmsc.onnx'],
+            'phones_dict':
+            'phone_id_map.txt',
+            'tones_dict':
+            'tone_id_map.txt',
+            'sample_rate':
+            24000,
+        },
+    },
     # fastspeech2
     "fastspeech2_csmsc_onnx-zh": {
         '1.0': {
@@ -948,6 +1100,49 @@ tts_onnx_pretrained_models = {
             24000,
         },
     },
+    "fastspeech2_ljspeech_onnx-en": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_ljspeech_onnx_1.1.0.zip',
+            'md5':
+            '00754307636a48c972a5f3e65cda3d18',
+            'ckpt': ['fastspeech2_ljspeech.onnx'],
+            'phones_dict':
+            'phone_id_map.txt',
+            'sample_rate':
+            22050,
+        },
+    },
+    "fastspeech2_aishell3_onnx-zh": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_aishell3_onnx_1.1.0.zip',
+            'md5':
+            'a1d6ee21de897ce394f5469e2bb4df0d',
+            'ckpt': ['fastspeech2_aishell3.onnx'],
+            'phones_dict':
+            'phone_id_map.txt',
+            'speaker_dict':
+            'speaker_id_map.txt',
+            'sample_rate':
+            24000,
+        },
+    },
+    "fastspeech2_vctk_onnx-en": {
+        '1.0': {
+            'url':
+            'hhttps://paddlespeech.bj.bcebos.com/Parakeet/released_models/fastspeech2/fastspeech2_vctk_onnx_1.1.0.zip',
+            'md5':
+            'd9c3a9b02204a2070504dd99f5f959bf',
+            'ckpt': ['fastspeech2_vctk.onnx'],
+            'phones_dict':
+            'phone_id_map.txt',
+            'speaker_dict':
+            'speaker_id_map.txt',
+            'sample_rate':
+            24000,
+        },
+    },
     "fastspeech2_cnndecoder_csmsc_onnx-zh": {
         '1.0': {
             'url':
@@ -967,6 +1162,55 @@ tts_onnx_pretrained_models = {
             24000,
         },
     },
+    # pwgan
+    "pwgan_csmsc_onnx-zh": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_csmsc_onnx_0.2.0.zip',
+            'md5':
+            '711d0ade33e73f3b721efc9f20669f9c',
+            'ckpt':
+            'pwgan_csmsc.onnx',
+            'sample_rate':
+            24000,
+        },
+    },
+    "pwgan_ljspeech_onnx-en": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_ljspeech_onnx_1.1.0.zip',
+            'md5':
+            '73cdeeccb77f2ea6ed4d07e71d8ac8b8',
+            'ckpt':
+            'pwgan_ljspeech.onnx',
+            'sample_rate':
+            22050,
+        },
+    },
+    "pwgan_aishell3_onnx-zh": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_aishell3_onnx_1.1.0.zip',
+            'md5':
+            '096ab64e152a4fa476aff79ebdadb01b',
+            'ckpt':
+            'pwgan_aishell3.onnx',
+            'sample_rate':
+            24000,
+        },
+    },
+    "pwgan_vctk_onnx-en": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/pwgan/pwgan_vctk_onnx_1.1.0.zip',
+            'md5':
+            '4e754d42cf85f6428f0af887c923d86c',
+            'ckpt':
+            'pwgan_vctk.onnx',
+            'sample_rate':
+            24000,
+        },
+    },
     # mb_melgan
     "mb_melgan_csmsc_onnx-zh": {
         '1.0': {
@@ -993,6 +1237,42 @@ tts_onnx_pretrained_models = {
             24000,
         },
     },
+    "hifigan_ljspeech_onnx-en": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_ljspeech_onnx_1.1.0.zip',
+            'md5':
+            '062f54b79c1135a50adb5fc8406260b2',
+            'ckpt':
+            'hifigan_ljspeech.onnx',
+            'sample_rate':
+            22050,
+        },
+    },
+    "hifigan_aishell3_onnx-zh": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_aishell3_onnx_1.1.0.zip',
+            'md5':
+            'd6c0d684ad148583ca57837d5e870167',
+            'ckpt':
+            'hifigan_aishell3.onnx',
+            'sample_rate':
+            24000,
+        },
+    },
+    "hifigan_vctk_onnx-en": {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/Parakeet/released_models/hifigan/hifigan_vctk_onnx_1.1.0.zip',
+            'md5':
+            'fd714df3be283c0efbefc8510160ff6d',
+            'ckpt':
+            'hifigan_vctk.onnx',
+            'sample_rate':
+            24000,
+        },
+    },
 }
 
 # ---------------------------------
@@ -1014,3 +1294,21 @@ vector_dynamic_pretrained_models = {
         },
     },
 }
+
+# ---------------------------------
+# ------------- KWS ---------------
+# ---------------------------------
+kws_dynamic_pretrained_models = {
+    'mdtc_heysnips-16k': {
+        '1.0': {
+            'url':
+            'https://paddlespeech.bj.bcebos.com/kws/heysnips/kws0_mdtc_heysnips_ckpt.tar.gz',
+            'md5':
+            'c0de0a9520d66c3c8d6679460893578f',
+            'cfg_path':
+            'conf/mdtc.yaml',
+            'ckpt_path':
+            'ckpt/model',
+        },
+    },
+}

paddlespeech/resource/resource.py

@@ -22,7 +22,7 @@ from ..utils.dynamic_import import dynamic_import
 from ..utils.env import MODEL_HOME
 from .model_alias import model_alias
 
-task_supported = ['asr', 'cls', 'st', 'text', 'tts', 'vector']
+task_supported = ['asr', 'cls', 'st', 'text', 'tts', 'vector', 'kws']
 model_format_supported = ['dynamic', 'static', 'onnx']
 inference_mode_supported = ['online', 'offline']
 
@@ -164,7 +164,6 @@ class CommonTaskResource:
         try:
             import_models = '{}_{}_pretrained_models'.format(self.task,
                                                              self.model_format)
-            print(f"from .pretrained_models import {import_models}")
             exec('from .pretrained_models import {}'.format(import_models))
             models = OrderedDict(locals()[import_models])
         except Exception as e:

paddlespeech/s2t/utils/log.py

@@ -99,7 +99,7 @@ class Log():
     _call_from_cli = False
     _frame = inspect.currentframe()
     while _frame:
-        if 'paddlespeech/cli/__init__.py' in _frame.f_code.co_filename or 'paddlespeech/t2s' in _frame.f_code.co_filename:
+        if 'paddlespeech/cli/entry.py' in _frame.f_code.co_filename or 'paddlespeech/t2s' in _frame.f_code.co_filename:
             _call_from_cli = True
             break
         _frame = _frame.f_back

paddlespeech/server/engine/tts/online/onnx/tts_engine.py

@@ -66,15 +66,15 @@ class TTSServerExecutor(TTSExecutor):
             return
         # am
         am_tag = am + '-' + lang
+        if am == "fastspeech2_csmsc_onnx":
+            # get model info
+            if am_ckpt is None or phones_dict is None:
                 self.task_resource.set_task_model(
                     model_tag=am_tag,
                     model_type=0,  # am
                     version=None,  # default version
                 )
                 self.am_res_path = self.task_resource.res_dir
-        if am == "fastspeech2_csmsc_onnx":
-            # get model info
-            if am_ckpt is None or phones_dict is None:
                 self.am_ckpt = os.path.join(
                     self.am_res_path, self.task_resource.res_dict['ckpt'][0])
                 # must have phones_dict in acoustic
@@ -86,13 +86,19 @@ class TTSServerExecutor(TTSExecutor):
                 self.am_ckpt = os.path.abspath(am_ckpt[0])
                 self.phones_dict = os.path.abspath(phones_dict)
                 self.am_res_path = os.path.dirname(
-                    os.path.abspath(self.am_ckpt))
+                    os.path.abspath(am_ckpt))
 
             # create am sess
             self.am_sess = get_sess(self.am_ckpt, am_sess_conf)
 
         elif am == "fastspeech2_cnndecoder_csmsc_onnx":
             if am_ckpt is None or am_stat is None or phones_dict is None:
+                self.task_resource.set_task_model(
+                    model_tag=am_tag,
+                    model_type=0,  # am
+                    version=None,  # default version
+                )
+                self.am_res_path = self.task_resource.res_dir
                 self.am_encoder_infer = os.path.join(
                     self.am_res_path, self.task_resource.res_dict['ckpt'][0])
                 self.am_decoder = os.path.join(
@@ -114,7 +120,7 @@ class TTSServerExecutor(TTSExecutor):
                 self.phones_dict = os.path.abspath(phones_dict)
                 self.am_stat = os.path.abspath(am_stat)
                 self.am_res_path = os.path.dirname(
-                    os.path.abspath(self.am_ckpt))
+                    os.path.abspath(am_ckpt[0]))
 
             # create am sess
             self.am_encoder_infer_sess = get_sess(self.am_encoder_infer,
@@ -130,12 +136,13 @@ class TTSServerExecutor(TTSExecutor):
 
         # voc model info
         voc_tag = voc + '-' + lang
+        
+        if voc_ckpt is None:
             self.task_resource.set_task_model(
                 model_tag=voc_tag,
                 model_type=1,  # vocoder
                 version=None,  # default version
             )
-        if voc_ckpt is None:
             self.voc_res_path = self.task_resource.voc_res_dir
             self.voc_ckpt = os.path.join(
                 self.voc_res_path, self.task_resource.voc_res_dict['ckpt'])

paddlespeech/t2s/exps/inference.py

@@ -35,8 +35,12 @@ def parse_args():
         type=str,
         default='fastspeech2_csmsc',
         choices=[
-            'speedyspeech_csmsc', 'fastspeech2_csmsc', 'fastspeech2_aishell3',
-            'fastspeech2_vctk', 'tacotron2_csmsc'
+            'speedyspeech_csmsc',
+            'fastspeech2_csmsc',
+            'fastspeech2_aishell3',
+            'fastspeech2_ljspeech',
+            'fastspeech2_vctk',
+            'tacotron2_csmsc',
         ],
         help='Choose acoustic model type of tts task.')
     parser.add_argument(
@@ -56,8 +60,16 @@ def parse_args():
         type=str,
         default='pwgan_csmsc',
         choices=[
-            'pwgan_csmsc', 'mb_melgan_csmsc', 'hifigan_csmsc', 'pwgan_aishell3',
-            'pwgan_vctk', 'wavernn_csmsc'
+            'pwgan_csmsc',
+            'pwgan_aishell3',
+            'pwgan_ljspeech',
+            'pwgan_vctk',
+            'mb_melgan_csmsc',
+            'hifigan_csmsc',
+            'hifigan_aishell3',
+            'hifigan_ljspeech',
+            'hifigan_vctk',
+            'wavernn_csmsc',
         ],
         help='Choose vocoder type of tts task.')
     # other

paddlespeech/t2s/exps/ort_predict_e2e.py

@@ -54,19 +54,31 @@ def ort_predict(args):
         device=args.device,
         cpu_threads=args.cpu_threads)
 
+    merge_sentences = True
+
     # frontend warmup
     # Loading model cost 0.5+ seconds
     if args.lang == 'zh':
-        frontend.get_input_ids("你好，欢迎使用飞桨框架进行深度学习研究！", merge_sentences=True)
+        frontend.get_input_ids(
+            "你好，欢迎使用飞桨框架进行深度学习研究！", merge_sentences=merge_sentences)
     else:
-        print("lang should in be 'zh' here!")
+        frontend.get_input_ids(
+            "hello, thank you, thank you very much",
+            merge_sentences=merge_sentences)
 
     # am warmup
+    spk_id = [args.spk_id]
     for T in [27, 38, 54]:
         am_input_feed = {}
         if am_name == 'fastspeech2':
+            if args.lang == 'en':
+                phone_ids = np.random.randint(1, 78, size=(T, ))
+            else:
                 phone_ids = np.random.randint(1, 266, size=(T, ))
             am_input_feed.update({'text': phone_ids})
+            if am_dataset in {"aishell3", "vctk"}:
+                am_input_feed.update({'spk_id': spk_id})
+
         elif am_name == 'speedyspeech':
             phone_ids = np.random.randint(1, 92, size=(T, ))
             tone_ids = np.random.randint(1, 5, size=(T, ))
@@ -96,12 +108,18 @@ def ort_predict(args):
                 phone_ids = input_ids["phone_ids"]
                 if get_tone_ids:
                     tone_ids = input_ids["tone_ids"]
+            elif args.lang == 'en':
+                input_ids = frontend.get_input_ids(
+                    sentence, merge_sentences=merge_sentences)
+                phone_ids = input_ids["phone_ids"]
             else:
-                print("lang should in be 'zh' here!")
+                print("lang should in {'zh', 'en'}!")
             # merge_sentences=True here, so we only use the first item of phone_ids
             phone_ids = phone_ids[0].numpy()
             if am_name == 'fastspeech2':
                 am_input_feed.update({'text': phone_ids})
+                if am_dataset in {"aishell3", "vctk"}:
+                    am_input_feed.update({'spk_id': spk_id})
             elif am_name == 'speedyspeech':
                 tone_ids = tone_ids[0].numpy()
                 am_input_feed.update({'phones': phone_ids, 'tones': tone_ids})
@@ -130,19 +148,40 @@ def parse_args():
         '--am',
         type=str,
         default='fastspeech2_csmsc',
-        choices=['fastspeech2_csmsc', 'speedyspeech_csmsc'],
+        choices=[
+            'fastspeech2_csmsc',
+            'fastspeech2_aishell3',
+            'fastspeech2_ljspeech',
+            'fastspeech2_vctk',
+            'speedyspeech_csmsc',
+        ],
         help='Choose acoustic model type of tts task.')
     parser.add_argument(
         "--phones_dict", type=str, default=None, help="phone vocabulary file.")
     parser.add_argument(
         "--tones_dict", type=str, default=None, help="tone vocabulary file.")
+    parser.add_argument(
+        '--spk_id',
+        type=int,
+        default=0,
+        help='spk id for multi speaker acoustic model')
 
     # voc
     parser.add_argument(
         '--voc',
         type=str,
         default='hifigan_csmsc',
-        choices=['hifigan_csmsc', 'mb_melgan_csmsc', 'pwgan_csmsc'],
+        choices=[
+            'pwgan_csmsc',
+            'pwgan_aishell3',
+            'pwgan_ljspeech',
+            'pwgan_vctk',
+            'hifigan_csmsc',
+            'hifigan_aishell3',
+            'hifigan_ljspeech',
+            'hifigan_vctk',
+            'mb_melgan_csmsc',
+        ],
         help='Choose vocoder type of tts task.')
     # other
     parser.add_argument(

setup.py

@@ -32,14 +32,45 @@ VERSION = '0.0.0'
 COMMITID = 'none'
 
 base = [
-    "editdistance", "g2p_en", "g2pM", "h5py", "inflect", "jieba", "jsonlines",
-    "kaldiio", "librosa==0.8.1", "loguru", "matplotlib", "nara_wpe",
-    "onnxruntime", "pandas", "paddlenlp", "paddlespeech_feat", "praatio==5.0.0",
-    "pypinyin", "pypinyin-dict", "python-dateutil", "pyworld", "resampy==0.2.2",
-    "sacrebleu", "scipy", "sentencepiece~=0.1.96", "soundfile~=0.10",
-    "textgrid", "timer", "tqdm", "typeguard", "visualdl", "webrtcvad",
-    "yacs~=0.1.8", "prettytable", "zhon", "colorlog", "pathos == 0.2.8",
-    "braceexpand", "pyyaml"
+    "editdistance",
+    "g2p_en",
+    "g2pM",
+    "h5py",
+    "inflect",
+    "jieba",
+    "jsonlines",
+    "kaldiio",
+    "librosa==0.8.1",
+    "loguru",
+    "matplotlib",
+    "nara_wpe",
+    "onnxruntime",
+    "pandas",
+    "paddlenlp",
+    "paddlespeech_feat",
+    "praatio==5.0.0",
+    "pypinyin",
+    "pypinyin-dict",
+    "python-dateutil",
+    "pyworld==0.2.12",
+    "resampy==0.2.2",
+    "sacrebleu",
+    "scipy",
+    "sentencepiece~=0.1.96",
+    "soundfile~=0.10",
+    "textgrid",
+    "timer",
+    "tqdm",
+    "typeguard",
+    "visualdl",
+    "webrtcvad",
+    "yacs~=0.1.8",
+    "prettytable",
+    "zhon",
+    "colorlog",
+    "pathos == 0.2.8",
+    "braceexpand",
+    "pyyaml"
 ]
 
 server = [