Paraformer-Large
Environments
- date:
Tue Nov 22 18:48:39 CST 2022
- python version:
3.7.12
- FunASR version:
0.1.0
- pytorch version:
pytorch 1.7.0
- Git hash: ``
- Commit date: ``
Beachmark Results
AISHELL-1
- Decode config:
- Decode without CTC
- Decode without LM
AISHELL-2
- Decode config:
- Decode without CTC
- Decode without LM
| CER(%) |
Pretrain model |
Finetune model |
| dev_ios |
2.80 |
2.60 |
| test_android |
3.13 |
2.84 |
| test_ios |
2.85 |
2.82 |
| test_mic |
3.06 |
2.88 |
Wenetspeech
- Decode config:
- Decode without CTC
- Decode without LM
| testset |
CER(%) |
| dev |
3.57 |
| test |
6.97 |
| test_net |
6.74 |
SpeechIO TIOBE
- Decode config 1:
- Decode without CTC
- Decode without LM
- With text norm
- Decode config 2:
- Decode without CTC
- Decode with Transformer-LM
- LM weight: 0.15
- With text norm
| testset |
w/o LM |
w/ LM |
| SPEECHIO_ASR_ZH00001 |
0.49 |
0.35 |
| SPEECHIO_ASR_ZH00002 |
3.23 |
2.86 |
| SPEECHIO_ASR_ZH00003 |
1.13 |
0.80 |
| SPEECHIO_ASR_ZH00004 |
1.33 |
1.10 |
| SPEECHIO_ASR_ZH00005 |
1.41 |
1.18 |
| SPEECHIO_ASR_ZH00006 |
5.25 |
4.85 |
| SPEECHIO_ASR_ZH00007 |
5.51 |
4.97 |
| SPEECHIO_ASR_ZH00008 |
3.69 |
3.18 |
| SPEECHIO_ASR_ZH00009 |
3.02 |
2.78 |
| SPEECHIO_ASR_ZH000010 |
3.35 |
2.99 |
| SPEECHIO_ASR_ZH000011 |
1.54 |
1.25 |
| SPEECHIO_ASR_ZH000012 |
2.06 |
1.68 |
| SPEECHIO_ASR_ZH000013 |
2.57 |
2.25 |
| SPEECHIO_ASR_ZH000014 |
3.86 |
3.08 |
| SPEECHIO_ASR_ZH000015 |
3.34 |
2.67 |
