espnet/wanchichen_fleurs_asr_conformer_hier_lid_utt

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