ESPnet2 ASR model
espnet/wanchichen_fleurs_asr_conformer_hier_lid_utt
This model was trained by William Chen using the fleurs recipe in espnet.
Demo: How to use in ESPnet2
cd espnet
pip install -e .
cd egs2/fleurs/asr1
./run.sh
RESULTS
Environments
- date:
Sat Oct 22 17:36:51 CDT 2022
- python version:
3.8.13 (default, Mar 28 2022, 11:38:47) [GCC 7.5.0]
- espnet version:
espnet 202207
- pytorch version:
pytorch 1.12.1+cu116
- Git hash:
14fcb2d42b2609f766ffaa7a79e9c921cd8398d9
- Commit date:
Tue Sep 27 20:02:22 2022 +0000
asr_train_asr_conformer_lid_utt_scctc_raw_all_bpe6500_train_data_path_and_name_and_typedumprawtrain_all_splid,lid,text_sp
WER
| dataset |
Snt |
Wrd |
Corr |
Sub |
Del |
Ins |
Err |
S.Err |
| decode_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave/dev_all |
31622 |
610500 |
72.9 |
24.4 |
2.7 |
3.1 |
30.2 |
95.5 |
| decode_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave/test_all |
77809 |
1592160 |
72.2 |
25.0 |
2.9 |
3.6 |
31.5 |
96.6 |
CER
| dataset |
Snt |
Wrd |
Corr |
Sub |
Del |
Ins |
Err |
S.Err |
| decode_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave/dev_all |
31622 |
3988181 |
92.6 |
4.7 |
2.6 |
2.2 |
9.6 |
95.5 |
| decode_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave/test_all |
77809 |
10235271 |
92.5 |
4.7 |
2.8 |
2.6 |
10.1 |
96.7 |
TER
| dataset |
Snt |
Wrd |
Corr |
Sub |
Del |
Ins |
Err |
S.Err |
| decode_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave/dev_all |
31622 |
3547834 |
91.4 |
5.8 |
2.8 |
2.5 |
11.0 |
95.4 |
| decode_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave/test_all |
77809 |
9622352 |
91.6 |
5.6 |
2.8 |
2.8 |
11.2 |
96.6 |
