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体验新版 GitCode,发现更多精彩内容 >>
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4d46cc93
编写于
11月 25, 2021
作者:
J
Jackwaterveg
提交者:
GitHub
11月 25, 2021
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Merge pull request #1034 from zh794390558/rsl
[asr] rename to result.md
上级
4a649358
733b0ce2
变更
9
隐藏空白更改
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并排
Showing
9 changed file
with
4 addition
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3 deletion
+4
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examples/aishell/asr0/RESULTS.md
examples/aishell/asr0/RESULTS.md
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examples/aishell/asr1/RESULTS.md
examples/aishell/asr1/RESULTS.md
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examples/callcenter/asr1/RESULTS.md
examples/callcenter/asr1/RESULTS.md
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examples/librispeech/asr0/RESULTS.md
examples/librispeech/asr0/RESULTS.md
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examples/librispeech/asr1/RESULTS.md
examples/librispeech/asr1/RESULTS.md
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examples/librispeech/asr2/RESULTS.md
examples/librispeech/asr2/RESULTS.md
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examples/ted_en_zh/st0/RESULTS.md
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examples/aishell/asr0/RE
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## Conformer
| Model | Params | Config | Augmentation| Test set | Decode method | Loss |
W
ER |
| Model | Params | Config | Augmentation| Test set | Decode method | Loss |
C
ER |
| --- | --- | --- | --- | --- | --- | --- | --- |
| conformer | 47.07M | conf/conformer.yaml | spec_aug + shift | test | attention | - | 0.059858 |
| conformer | 47.07M | conf/conformer.yaml | spec_aug + shift | test | ctc_greedy_search | - | 0.062311 |
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## Chunk Conformer
Need set
`decoding.decoding_chunk_size=16`
when decoding.
| Model | Params | Config | Augmentation| Test set | Decode method | Chunk Size & Left Chunks | Loss |
W
ER |
| Model | Params | Config | Augmentation| Test set | Decode method | Chunk Size & Left Chunks | Loss |
C
ER |
| --- | --- | --- | --- | --- | --- | --- | --- | --- |
| conformer | 47.06M | conf/chunk_conformer.yaml | spec_aug + shift | test | attention | 16, -1 | - | 0.061939 |
| conformer | 47.06M | conf/chunk_conformer.yaml | spec_aug + shift | test | ctc_greedy_search | 16, -1 | - | 0.070806 |
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@@ -23,7 +23,7 @@ Need set `decoding.decoding_chunk_size=16` when decoding.
## Transformer
| Model | Params | Config | Augmentation| Test set | Decode method | Loss |
W
ER |
| Model | Params | Config | Augmentation| Test set | Decode method | Loss |
C
ER |
| --- | --- | --- | --- | --- | --- | --- | --- |
| transformer | 31.95M | conf/transformer.yaml | spec_aug | test | attention | 3.858648955821991 | 0.057293 |
| transformer | 31.95M | conf/transformer.yaml | spec_aug | test | ctc_greedy_search | 3.858648955821991 | 0.061837 |
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| --- | --- | --- | --- | --- | --- |
| transformer | 32.52 M | 8 Tesla V100-SXM2-32GB | 10-best val_loss | conf/transformer.yaml | spec_aug | 6.3197922706604 |
### Attention Rescore
| Test Set | Decode Method | #Snt | #Wrd | Corr | Sub | Del | Ins | Err | S.Err |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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