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ESPnet2 ASR model

espnet/brianyan918_aesrc2020_asr_conformer

This model was trained by Brian Yan using the aesrc2020 recipe in espnet.

Demo: How to use in ESPnet2

cd espnet
pip install -e .
cd egs2/aesrc2020/asr1
./run.sh --skip_data_prep false --skip_train true --download_model espnet/brianyan918_aesrc2020_asr_conformer

RESULTS

Environments

  • date: Sat Aug 20 06:55:57 EDT 2022
  • python version: 3.8.13 (default, Mar 28 2022, 11:38:47) [GCC 7.5.0]
  • espnet version: espnet 202207
  • pytorch version: pytorch 1.8.1
  • Git hash: c892feb2ba248c85b683bf3cdef6c8f7ce85449a
  • Commit date: Thu Aug 18 11:54:56 2022 -0400

asr_train_asr_raw_en_bpe5000_sp

WER

dataset Snt Wrd Corr Sub Del Ins Err S.Err
decode_asr_asr_model_valid.acc.ave/test 15299 146813 94.8 4.7 0.6 0.7 5.9 31.9

CER

dataset Snt Wrd Corr Sub Del Ins Err S.Err
decode_asr_asr_model_valid.acc.ave/test 15299 708064 97.9 1.2 0.9 0.7 2.8 31.9

TER

dataset Snt Wrd Corr Sub Del Ins Err S.Err
decode_asr_asr_model_valid.acc.ave/test 15299 165136 93.2 4.3 2.6 0.6 7.4 31.9
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