# RESULTS ## Environments - date: `Thu Mar 11 15:30:44 UTC 2021` - python version: `3.8.8 (default, Feb 24 2021, 21:46:12) [GCC 7.3.0]` - espnet version: `espnet 0.9.8` - pytorch version: `pytorch 1.8.0` - Git hash: `2ccd176da5de478e115600b874952cebc549c6ef` - Commit date: `Mon Mar 8 10:41:31 2021 +0000` ## asr_train_asr_conformer6_n_fft512_hop_length256_raw_en_bpe5000_scheduler_confwarmup_steps40000_optim_conflr0.0025_sp ### WER |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err| |---|---|---|---|---|---|---|---|---| |decode_asr_asr_model_valid.acc.ave/dev_clean|2703|54402|97.9|1.9|0.2|0.2|2.3|28.6| |decode_asr_asr_model_valid.acc.ave/dev_other|2864|50948|94.5|5.1|0.5|0.6|6.1|48.3| |decode_asr_asr_model_valid.acc.ave/test_clean|2620|52576|97.7|2.1|0.2|0.3|2.6|31.4| |decode_asr_asr_model_valid.acc.ave/test_other|2939|52343|94.7|4.9|0.5|0.7|6.0|49.0| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/dev_clean|2703|54402|98.3|1.5|0.2|0.2|1.9|25.2| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/dev_other|2864|50948|95.8|3.7|0.4|0.5|4.6|40.0| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/test_clean|2620|52576|98.1|1.7|0.2|0.3|2.1|26.2| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/test_other|2939|52343|95.8|3.7|0.5|0.5|4.7|42.4| ### CER |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err| |---|---|---|---|---|---|---|---|---| |decode_asr_asr_model_valid.acc.ave/dev_clean|2703|288456|99.4|0.3|0.2|0.2|0.8|28.6| |decode_asr_asr_model_valid.acc.ave/dev_other|2864|265951|98.0|1.2|0.8|0.7|2.7|48.3| |decode_asr_asr_model_valid.acc.ave/test_clean|2620|281530|99.4|0.3|0.3|0.3|0.9|31.4| |decode_asr_asr_model_valid.acc.ave/test_other|2939|272758|98.2|1.0|0.7|0.7|2.5|49.0| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/dev_clean|2703|288456|99.5|0.3|0.2|0.2|0.7|25.2| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/dev_other|2864|265951|98.3|1.0|0.7|0.5|2.2|40.0| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/test_clean|2620|281530|99.5|0.3|0.3|0.2|0.7|26.2| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/test_other|2939|272758|98.5|0.8|0.7|0.5|2.1|42.4| ### TER |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err| |---|---|---|---|---|---|---|---|---| |decode_asr_asr_model_valid.acc.ave/dev_clean|2703|68010|97.5|1.9|0.7|0.4|2.9|28.6| |decode_asr_asr_model_valid.acc.ave/dev_other|2864|63110|93.4|5.0|1.6|1.0|7.6|48.3| |decode_asr_asr_model_valid.acc.ave/test_clean|2620|65818|97.2|2.0|0.8|0.4|3.3|31.4| |decode_asr_asr_model_valid.acc.ave/test_other|2939|65101|93.7|4.5|1.8|0.9|7.2|49.0| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/dev_clean|2703|68010|97.8|1.5|0.7|0.3|2.5|25.2| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/dev_other|2864|63110|94.6|3.8|1.6|0.7|6.1|40.0| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/test_clean|2620|65818|97.6|1.6|0.8|0.3|2.7|26.2| |decode_asr_lm_lm_train_lm_transformer2_bpe5000_scheduler_confwarmup_steps25000_batch_bins500000000_accum_grad2_use_amptrue_valid.loss.ave_asr_model_valid.acc.ave/test_other|2939|65101|94.7|3.5|1.8|0.7|6.0|42.4|