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b34da366
编写于
10月 19, 2021
作者:
H
Hui Zhang
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update librispeech conformer result
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examples/librispeech/s1/README.md
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examples/librispeech/s1/README.md
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@@ -3,15 +3,10 @@
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## Conformer
## Conformer
| Model | Params | Config | Augmentation| Test set | Decode method | Loss | WER |
| Model | Params | Config | Augmentation| Test set | Decode method | Loss | WER |
| --- | --- | --- | --- | --- | --- | --- | --- |
| --- | --- | --- | --- | --- | --- | --- | --- |
| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | attention | 6.35 | 0.030162 |
| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | attention | 6.738649845123291 | 0.041159 |
| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | ctc_greedy_search | 6.35 | 0.037910 |
| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | ctc_greedy_search | 6.738649845123291 | 0.039847 |
| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | ctc_prefix_beam_search | 6.35 | 0.037761 |
| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | ctc_prefix_beam_search | 6.738649845123291 | 0.039790 |
| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | attention_rescoring | 6.35 | 0.032115 |
| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean | attention_rescoring | 6.738649845123291 | 0.034617 |
### Test w/o length filter
| Model | Params | Config | Augmentation| Test set | Decode method | Loss | WER |
| --- | --- | --- | --- | --- | --- | --- | --- |
| conformer | 47.63 M | conf/conformer.yaml | spec_aug + shift | test-clean-all | attention | 6.35 | 0.057117 |
## Chunk Conformer
## Chunk Conformer
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@@ -24,16 +19,9 @@
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@@ -24,16 +19,9 @@
## Transformer
## Transformer
### Test w/ 20s length filter
| Model | Params | Config | Augmentation| Test set | Decode method | Loss | WER |
| --- | --- | --- | --- | --- | --- | --- | --- |
| transformer | 32.52 M | conf/transformer.yaml | spec_aug + shift | test-clean | attention | 6.98 | 0.036 |
### Test w/o length filter
| Model | Params | Config | Augmentation| Test set | Decode method | Loss | WER |
| Model | Params | Config | Augmentation| Test set | Decode method | Loss | WER |
| --- | --- | --- | --- | --- | --- | --- | --- |
| --- | --- | --- | --- | --- | --- | --- | --- |
| transformer | 32.52 M | conf/transformer.yaml | spec_aug + shift | test-clean
-all
| attention | 7.404532432556152 | 0.056204 |
| transformer | 32.52 M | conf/transformer.yaml | spec_aug + shift | test-clean | attention | 7.404532432556152 | 0.056204 |
| transformer | 32.52 M | conf/transformer.yaml | spec_aug + shift | test-clean
-all
| ctc_greedy_search | 7.404532432556152 | 0.058658 |
| transformer | 32.52 M | conf/transformer.yaml | spec_aug + shift | test-clean | ctc_greedy_search | 7.404532432556152 | 0.058658 |
| transformer | 32.52 M | conf/transformer.yaml | spec_aug + shift | test-clean
-all
| ctc_prefix_beam_search | 7.404532432556152 | 0.058278 |
| transformer | 32.52 M | conf/transformer.yaml | spec_aug + shift | test-clean | ctc_prefix_beam_search | 7.404532432556152 | 0.058278 |
| transformer | 32.52 M | conf/transformer.yaml | spec_aug + shift | test-clean
-all
| attention_rescoring | 7.404532432556152 | 0.045591 |
| transformer | 32.52 M | conf/transformer.yaml | spec_aug + shift | test-clean | attention_rescoring | 7.404532432556152 | 0.045591 |
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