metadata
tags:
- espnet
- audio
- automatic-speech-recognition
language: zh
datasets:
- aishell4
license: cc-by-4.0
ESPnet2 ASR model
Dan_Berrebbi_aishell4_asr
This model was trained by dan_berrebbi using aishell4 recipe in espnet.
Demo: How to use in ESPnet2
cd espnet
git checkout da1a26652f7d5a019cc24ad1e0e6e844f2b57e1b
pip install -e .
cd egs2/aishell4/asr1
./run.sh --skip_data_prep false --skip_train true --download_model Dan_Berrebbi_aishell4_asr
RESULTS
Environments
- date:
Tue Sep 21 09:36:01 EDT 2021 - python version:
3.7.11 (default, Jul 27 2021, 14:32:16) [GCC 7.5.0] - espnet version:
espnet 0.10.3a1 - pytorch version:
pytorch 1.9.0 - Git hash:
7887faeabbc2299922267928e190ed89cb032a36- Commit date:
Mon Sep 20 16:25:02 2021 -0400
- Commit date:
asr_fine_tune5_100ep
WER
| dataset | Snt | Wrd | Corr | Sub | Del | Ins | Err | S.Err |
|---|---|---|---|---|---|---|---|---|
| decode_asr_rnn_lm_lm_nuit_valid.loss.ave_asr_model_valid.acc.ave/dev | 599 | 601 | 6.8 | 92.7 | 0.5 | 0.0 | 93.2 | 93.2 |
| decode_transformer_lm_lm_nuit_valid.loss.ave_asr_model_valid.acc.ave/dev | 599 | 601 | 6.8 | 92.8 | 0.3 | 0.0 | 93.2 | 93.2 |
CER
| dataset | Snt | Wrd | Corr | Sub | Del | Ins | Err | S.Err |
|---|---|---|---|---|---|---|---|---|
| decode_asr_rnn_lm_lm_nuit_valid.loss.ave_asr_model_valid.acc.ave/dev | 599 | 15936 | 66.9 | 25.6 | 7.5 | 9.8 | 42.9 | 93.2 |
| decode_transformer_lm_lm_nuit_valid.loss.ave_asr_model_valid.acc.ave/dev | 599 | 15936 | 64.7 | 27.6 | 7.7 | 11.0 | 46.3 | 93.2 |
TER
| dataset | Snt | Wrd | Corr | Sub | Del | Ins | Err | S.Err |
|---|