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36e09f90
编写于
11月 08, 2021
作者:
J
Jackwaterveg
提交者:
GitHub
11月 08, 2021
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Add the Speech-To-Text in introduction.md
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@@ -6,8 +6,31 @@ PaddleSpeech is an open-source toolkit on PaddlePaddle platform for two critical
## What can PaddleSpeech do?
### Speech-To-Text
(An introduce of ASR in PaddleSpeech is needed here!)
PaddleSpeech ASR mainly consists of components below:
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Implementation of models and commonly used neural network layers.
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Dataset abstraction and common data preprocessing pipelines.
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Ready-to-run experiments.
PaddleSpeech ASR provides you with a complete ASR pipeline, including:
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Data Preparation
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Build vocabulary
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Compute Cepstral mean and variance normalization (CMVN)
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Featrue extraction
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Linear
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fbank (also support kaldi feature)
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mfcc
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Acoustic Models
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Deepspeech2 (online and offline)
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Transformer (online and offline)
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Conformer (online and offline)
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Decoder
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ctc greedy search (used in DeepSpeech2, Transformer and Conformer)
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ctc beam search (used in DeepSpeech2, Transformer and Conformer)
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attention decoding (used in Transformer and Conformer)
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attention rescoring (used in Transformer and Conformer)
Speech-To-Text helps you training the ASR model very simply.
### Text-To-Speech
TTS mainly consists of components below:
-
Implementation of models and commonly used neural network layers.
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