|
|
@ -2,18 +2,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
## Conformer
|
|
|
|
## Conformer
|
|
|
|
paddle version: 2.2.2
|
|
|
|
paddle version: 2.2.2
|
|
|
|
paddlespeech version: 0.1.2
|
|
|
|
paddlespeech version: 0.2.0
|
|
|
|
| Model | Params | Config | Augmentation| Test set | Decode method | Loss | CER |
|
|
|
|
| Model | Params | Config | Augmentation| Test set | Decode method | Loss | CER |
|
|
|
|
| --- | --- | --- | --- | --- | --- | --- | --- |
|
|
|
|
| --- | --- | --- | --- | --- | --- | --- | --- |
|
|
|
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | attention | - | 0.0548 |
|
|
|
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | attention | - | 0.0530 |
|
|
|
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | ctc_greedy_search | - | 0.05127 |
|
|
|
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | ctc_greedy_search | - | 0.0495 |
|
|
|
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug| test | ctc_prefix_beam_search | - | 0.05131 |
|
|
|
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug| test | ctc_prefix_beam_search | - | 0.0494 |
|
|
|
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | attention_rescoring | - | 0.04829 |
|
|
|
|
| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | attention_rescoring | - | 0.0464 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
## Chunk Conformer
|
|
|
|
## Chunk Conformer
|
|
|
|
paddle version: 2.2.2
|
|
|
|
paddle version: 2.2.2
|
|
|
|
paddlespeech version: 0.1.2
|
|
|
|
paddlespeech version: 0.2.0
|
|
|
|
Need set `decoding.decoding_chunk_size=16` when decoding.
|
|
|
|
Need set `decoding.decoding_chunk_size=16` when decoding.
|
|
|
|
|
|
|
|
|
|
|
|
| Model | Params | Config | Augmentation| Test set | Decode method | Chunk Size & Left Chunks | Loss | CER |
|
|
|
|
| Model | Params | Config | Augmentation| Test set | Decode method | Chunk Size & Left Chunks | Loss | CER |
|
|
|
|