msb-public
/
PaddleSpeech
mirror of https://github.com/PaddlePaddle/PaddleSpeech
1
0
Code Issues Projects Releases Wiki Activity

update librispeech conformer result

Browse Source
pull/906/head
Hui Zhang 3 years ago
parent ac36e92cae
commit b34da366ee
1 changed files with 8 additions and 20 deletions
Show Stats Download Patch File Download Diff File

28
examples/librispeech/s1/README.md
Unescape View File

@ -3,15 +3,10 @@
## 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
@ -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 |

Write Preview
Loading…
Cancel
Save