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dongwei_tedlium3_asr_conformer_external_lm / asr_train_raw_en_bpe500_sp /RESULTS.md
Dongwei Jiang
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RESULTS

Environments

  • date: Mon Mar 27 04:02:03 EDT 2023
  • python version: 3.8.16 (default, Mar 2 2023, 03:21:46) [GCC 11.2.0]
  • espnet version: espnet 202301
  • pytorch version: pytorch 1.8.1
  • Git hash: ff841366229d539eb74d23ac999cae7c0cc62cad
    • Commit date: Mon Feb 20 12:23:15 2023 -0500

exp/asr_train_raw_en_bpe500_sp

WER

dataset Snt Wrd Corr Sub Del Ins Err S.Err
decode_asr_model_valid.acc.ave/dev 466 14671 94.4 3.6 1.9 2.0 7.6 78.1
decode_asr_model_valid.acc.ave/test 1155 27500 93.9 3.9 2.1 1.9 7.9 72.6
decode_lm_lm_train_lm_en_bpe500_valid.loss.ave_asr_model_valid.acc.ave.bk_Mar_27_check_lm/dev 466 14671 94.0 2.7 3.3 0.7 6.6 65.9
decode_lm_lm_train_lm_en_bpe500_valid.loss.ave_asr_model_valid.acc.ave.bk_Mar_27_check_lm/test 1155 27500 93.9 2.7 3.4 0.7 6.8 61.1
decode_lm_lm_train_lm_en_bpe500_valid.loss.ave_asr_model_valid.acc.ave/dev 466 14671 94.6 3.4 2.1 1.3 6.7 70.6
decode_lm_lm_train_lm_en_bpe500_valid.loss.ave_asr_model_valid.acc.ave/test 1155 27500 94.2 3.5 2.3 1.2 7.0 66.4

CER

dataset Snt Wrd Corr Sub Del Ins Err S.Err
decode_asr_model_valid.acc.ave/dev 466 78259 97.5 0.8 1.7 2.1 4.6 78.1
decode_asr_model_valid.acc.ave/test 1155 145066 97.2 1.0 1.8 2.1 4.9 72.6
decode_lm_lm_train_lm_en_bpe500_valid.loss.ave_asr_model_valid.acc.ave.bk_Mar_27_check_lm/dev 466 78259 96.6 0.6 2.8 0.6 4.0 65.9
decode_lm_lm_train_lm_en_bpe500_valid.loss.ave_asr_model_valid.acc.ave.bk_Mar_27_check_lm/test 1155 145066 96.6 0.6 2.8 0.6 4.1 61.1
decode_lm_lm_train_lm_en_bpe500_valid.loss.ave_asr_model_valid.acc.ave/dev 466 78259 97.4 0.8 1.8 1.3 3.9 70.6
decode_lm_lm_train_lm_en_bpe500_valid.loss.ave_asr_model_valid.acc.ave/test 1155 145066 97.2 0.8 1.9 1.3 4.1 66.4

TER

dataset Snt Wrd Corr Sub Del Ins Err S.Err
decode_asr_model_valid.acc.ave/dev 466 29364 95.6 2.5 1.9 1.9 6.3 78.1
decode_asr_model_valid.acc.ave/test 1155 54206 95.5 2.5 2.0 2.1 6.5 72.6
decode_lm_lm_train_lm_en_bpe500_valid.loss.ave_asr_model_valid.acc.ave.bk_Mar_27_check_lm/dev 466 29364 95.5 1.9 2.7 0.5 5.1 65.9
decode_lm_lm_train_lm_en_bpe500_valid.loss.ave_asr_model_valid.acc.ave.bk_Mar_27_check_lm/test 1155 54206 95.5 1.7 2.7 0.6 5.1 61.1
decode_lm_lm_train_lm_en_bpe500_valid.loss.ave_asr_model_valid.acc.ave/dev 466 29364 95.7 2.3 2.0 1.2 5.4 70.6
decode_lm_lm_train_lm_en_bpe500_valid.loss.ave_asr_model_valid.acc.ave/test 1155 54206 95.7 2.2 2.1 1.3 5.6 66.4