ESPnet2 ASR model
espnet/wanchichen_fleurs_asr_conformer_sctctc
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 14:55:21 EDT 2022
- python version:
3.8.6 (default, Dec 17 2020, 16:57:01) [GCC 10.2.0]
- espnet version:
espnet 202207
- pytorch version:
pytorch 1.8.1+cu102
- Git hash:
e534106b837ff6cdd29977a52983c022ff1afb0f
- Commit date:
Sun Sep 11 22:31:23 2022 -0400
asr_train_asr_xlsr_conformer_scctc_raw_all_bpe6500_sp
WER
| dataset |
Snt |
Wrd |
Corr |
Sub |
Del |
Ins |
Err |
S.Err |
| decode_asr_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave_3best/test_all |
77809 |
1592160 |
70.5 |
26.1 |
3.4 |
3.4 |
32.9 |
97.0 |
CER
| dataset |
Snt |
Wrd |
Corr |
Sub |
Del |
Ins |
Err |
S.Err |
| decode_asr_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave_3best/test_all |
77809 |
10235271 |
92.2 |
4.7 |
3.1 |
2.6 |
10.4 |
97.0 |
TER
| dataset |
Snt |
Wrd |
Corr |
Sub |
Del |
Ins |
Err |
S.Err |
| decode_asr_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave_3best/test_all |
77809 |
9622352 |
91.3 |
5.6 |
3.1 |
2.7 |
11.4 |
97.0 |
