Skip to content

D
DeepSpeech

PaddlePaddle / DeepSpeech
11 个月 前同步成功

通知 203
Star 8425
Fork 1598
D
DeepSpeech

体验新版 GitCode，发现更多精彩内容 >>

提交 b34da366 编写于 作者: H Hui Zhang
浏览文件
操作

update librispeech conformer result

上级 ac36e92c
显示空白变更内容
内联 并排
Showing with 8 addition and 20 deletion
examples/librispeech/s1/README.md
浏览文件 @ b34da366
......@@ -3,15 +3,10 @@
## Conformer
| 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 | ctc_greedy_search | 6.35 | 0.037910 |
| 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 | attention_rescoring | 6.35 | 0.032115 |
### 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 |
| 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 | 6.738649845123291 | 0.039847 |
| 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 | 6.738649845123291 | 0.034617 |
## Chunk Conformer
......@@ -24,16 +19,9 @@
## 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 |
| --- | --- | --- | --- | --- | --- | --- | --- |
| 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-all | 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-all | attention_rescoring | 7.404532432556152 | 0.045591 |
| 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 | ctc_greedy_search | 7.404532432556152 | 0.058658 |
| 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 | attention_rescoring | 7.404532432556152 | 0.045591 |
Markdown is supported
0% 或 .
You are about to add 0 people to the discussion. Proceed with caution.
先完成此消息的编辑！
想要评论请 注册 或