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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
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Dataset used to train espnet/wanchichen_fleurs_asr_conformer_scctc