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66c59296
编写于
6月 29, 2022
作者:
小湉湉
提交者:
GitHub
6月 29, 2022
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Merge pull request #2104 from PaddlePaddle/Jackwaterveg-patch-1
[Doc] Update conformer_aishell pretrained model
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a0d1888c
32e8c6f1
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3
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3 changed file
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9 deletion
+9
-9
docs/source/released_model.md
docs/source/released_model.md
+1
-1
examples/aishell/asr1/RESULTS.md
examples/aishell/asr1/RESULTS.md
+5
-5
examples/aishell/asr1/conf/conformer.yaml
examples/aishell/asr1/conf/conformer.yaml
+3
-3
未找到文件。
docs/source/released_model.md
浏览文件 @
66c59296
...
...
@@ -10,7 +10,7 @@ Acoustic Model | Training Data | Token-based | Size | Descriptions | CER | WER |
[
Ds2 Offline Aishell ASR0 Model
](
https://paddlespeech.bj.bcebos.com/s2t/aishell/asr0/asr0_deepspeech2_offline_aishell_ckpt_1.0.1.model.tar.gz
)
| Aishell Dataset | Char-based | 1.4 GB | 2 Conv + 5 bidirectional LSTM layers| 0.0554 |-| 151 h |
[
Ds2 Offline Aishell ASR0
](
../../examples/aishell/asr0
)
| inference/python |
[
Conformer Online Wenetspeech ASR1 Model
](
https://paddlespeech.bj.bcebos.com/s2t/wenetspeech/asr1/asr1_chunk_conformer_wenetspeech_ckpt_1.0.0a.model.tar.gz
)
| WenetSpeech Dataset | Char-based | 457 MB | Encoder:Conformer, Decoder:Transformer, Decoding method: Attention rescoring| 0.11 (test
\_
net) 0.1879 (test
\_
meeting) |-| 10000 h |- | python |
[
Conformer Online Aishell ASR1 Model
](
https://paddlespeech.bj.bcebos.com/s2t/aishell/asr1/asr1_chunk_conformer_aishell_ckpt_0.2.0.model.tar.gz
)
| Aishell Dataset | Char-based | 189 MB | Encoder:Conformer, Decoder:Transformer, Decoding method: Attention rescoring| 0.0544 |-| 151 h |
[
Conformer Online Aishell ASR1
](
../../examples/aishell/asr1
)
| python |
[
Conformer Offline Aishell ASR1 Model
](
https://paddlespeech.bj.bcebos.com/s2t/aishell/asr1/asr1_conformer_aishell_ckpt_
0.1.2.model.tar.gz
)
| Aishell Dataset | Char-based | 189 MB | Encoder:Conformer, Decoder:Transformer, Decoding method: Attention rescoring | 0.0464
|-| 151 h |
[
Conformer Offline Aishell ASR1
](
../../examples/aishell/asr1
)
| python |
[
Conformer Offline Aishell ASR1 Model
](
https://paddlespeech.bj.bcebos.com/s2t/aishell/asr1/asr1_conformer_aishell_ckpt_
1.0.1.model.tar.gz
)
| Aishell Dataset | Char-based | 189 MB | Encoder:Conformer, Decoder:Transformer, Decoding method: Attention rescoring | 0.0460
|-| 151 h |
[
Conformer Offline Aishell ASR1
](
../../examples/aishell/asr1
)
| python |
[
Transformer Aishell ASR1 Model
](
https://paddlespeech.bj.bcebos.com/s2t/aishell/asr1/asr1_transformer_aishell_ckpt_0.1.1.model.tar.gz
)
| Aishell Dataset | Char-based | 128 MB | Encoder:Transformer, Decoder:Transformer, Decoding method: Attention rescoring | 0.0523 || 151 h |
[
Transformer Aishell ASR1
](
../../examples/aishell/asr1
)
| python |
[
Ds2 Offline Librispeech ASR0 Model
](
https://paddlespeech.bj.bcebos.com/s2t/librispeech/asr0/asr0_deepspeech2_offline_librispeech_ckpt_1.0.1.model.tar.gz
)
| Librispeech Dataset | Char-based | 1.3 GB | 2 Conv + 5 bidirectional LSTM layers| - |0.0467| 960 h |
[
Ds2 Offline Librispeech ASR0
](
../../examples/librispeech/asr0
)
| inference/python |
[
Conformer Librispeech ASR1 Model
](
https://paddlespeech.bj.bcebos.com/s2t/librispeech/asr1/asr1_conformer_librispeech_ckpt_0.1.1.model.tar.gz
)
| Librispeech Dataset | subword-based | 191 MB | Encoder:Conformer, Decoder:Transformer, Decoding method: Attention rescoring |-| 0.0338 | 960 h |
[
Conformer Librispeech ASR1
](
../../examples/librispeech/asr1
)
| python |
...
...
examples/aishell/asr1/RESULTS.md
浏览文件 @
66c59296
...
...
@@ -2,13 +2,13 @@
## Conformer
paddle version: 2.2.2
paddlespeech version:
0.2.0
paddlespeech version:
1.0.1
| Model | Params | Config | Augmentation| Test set | Decode method | Loss | CER |
| --- | --- | --- | --- | --- | --- | --- | --- |
| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | attention | - | 0.05
30
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | ctc_greedy_search | - | 0.04
95
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug| test | ctc_prefix_beam_search | - | 0.04
94
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | attention_rescoring | - | 0.046
4
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | attention | - | 0.05
22
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | ctc_greedy_search | - | 0.04
81
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug| test | ctc_prefix_beam_search | - | 0.04
80
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | attention_rescoring | - | 0.046
0
|
## Conformer Streaming
...
...
examples/aishell/asr1/conf/conformer.yaml
浏览文件 @
66c59296
...
...
@@ -57,7 +57,7 @@ feat_dim: 80
stride_ms
:
10.0
window_ms
:
25.0
sortagrad
:
0
# Feed samples from shortest to longest ; -1: enabled for all epochs, 0: disabled, other: enabled for 'other' epochs
batch_size
:
64
batch_size
:
32
maxlen_in
:
512
# if input length > maxlen-in, batchsize is automatically reduced
maxlen_out
:
150
# if output length > maxlen-out, batchsize is automatically reduced
minibatches
:
0
# for debug
...
...
@@ -73,8 +73,8 @@ num_encs: 1
###########################################
# Training #
###########################################
n_epoch
:
24
0
accum_grad
:
2
n_epoch
:
15
0
accum_grad
:
8
global_grad_clip
:
5.0
dist_sampler
:
True
optim
:
adam
...
...
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