# RESULTS ## Environments - date: `Tue Apr 26 15:33:18 EDT 2022` - python version: `3.9.5 (default, Jun 4 2021, 12:28:51) [GCC 7.5.0]` - espnet version: `espnet 202204` - pytorch version: `pytorch 1.8.1+cu111` - Git hash: `8a76ff24eb513d96561fb47d0320dd39c1c3645a` - Commit date: `Tue Apr 19 07:32:58 2022 +0000` ## asr_train_conformer-rnn_transducer_raw_en_bpe5000_sp ### WER |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err| |---|---|---|---|---|---|---|---|---| |decode_asr_model_valid.loss.ave_10best/dev_clean|2703|54402|97.7|2.1|0.2|0.3|2.6|31.5| |decode_asr_model_valid.loss.ave_10best/dev_other|2864|50948|93.8|5.6|0.6|0.6|6.8|50.8| |decode_asr_model_valid.loss.ave_10best/test_clean|2620|52576|97.5|2.3|0.2|0.3|2.8|32.7| |decode_asr_model_valid.loss.ave_10best/test_other|2939|52343|94.1|5.3|0.6|0.7|6.6|51.8| |decode_lm_weight0.3_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/test_clean|2620|52576|97.8|2.0|0.2|0.3|2.5|29.4| |decode_lm_weight0.4_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/dev_clean|2703|54402|98.0|1.8|0.2|0.2|2.2|28.2| |decode_lm_weight0.4_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/dev_other|2864|50948|94.8|4.5|0.7|0.5|5.7|45.1| |decode_lm_weight0.4_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/test_clean|2620|52576|97.9|1.9|0.2|0.3|2.4|29.3| |decode_lm_weight0.4_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/test_other|2939|52343|94.9|4.3|0.7|0.5|5.6|47.0| |decode_lm_weight0.5_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/test_clean|2620|52576|97.8|1.9|0.3|0.3|2.4|29.5| ### CER |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err| |---|---|---|---|---|---|---|---|---| |decode_asr_model_valid.loss.ave_10best/dev_clean|2703|288456|99.4|0.4|0.3|0.2|0.9|31.5| |decode_asr_model_valid.loss.ave_10best/dev_other|2864|265951|97.7|1.4|0.9|0.8|3.0|50.8| |decode_asr_model_valid.loss.ave_10best/test_clean|2620|281530|99.4|0.4|0.3|0.3|0.9|32.7| |decode_asr_model_valid.loss.ave_10best/test_other|2939|272758|97.9|1.2|0.9|0.8|2.8|51.8| |decode_lm_weight0.3_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/test_clean|2620|281530|99.4|0.3|0.3|0.2|0.8|29.4| |decode_lm_weight0.4_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/dev_clean|2703|288456|99.4|0.3|0.3|0.2|0.8|28.2| |decode_lm_weight0.4_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/dev_other|2864|265951|97.9|1.1|1.0|0.6|2.7|45.1| |decode_lm_weight0.4_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/test_clean|2620|281530|99.4|0.3|0.3|0.2|0.9|29.3| |decode_lm_weight0.4_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/test_other|2939|272758|98.1|0.9|1.0|0.6|2.5|47.0| |decode_lm_weight0.5_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/test_clean|2620|281530|99.3|0.3|0.4|0.2|0.9|29.5| ### TER |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err| |---|---|---|---|---|---|---|---|---| |decode_asr_model_valid.loss.ave_10best/dev_clean|2703|68010|97.2|2.1|0.7|0.4|3.3|31.5| |decode_asr_model_valid.loss.ave_10best/dev_other|2864|63110|92.7|5.6|1.7|1.2|8.6|50.8| |decode_asr_model_valid.loss.ave_10best/test_clean|2620|65818|97.0|2.2|0.9|0.4|3.4|32.7| |decode_asr_model_valid.loss.ave_10best/test_other|2939|65101|93.0|5.1|1.9|1.0|8.0|51.8| |decode_lm_weight0.3_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/test_clean|2620|65818|97.3|1.9|0.8|0.4|3.1|29.4| |decode_lm_weight0.4_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/dev_clean|2703|68010|97.5|1.8|0.8|0.4|2.9|28.2| |decode_lm_weight0.4_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/dev_other|2864|63110|93.5|4.5|1.9|0.9|7.4|45.1| |decode_lm_weight0.4_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/test_clean|2620|65818|97.3|1.9|0.8|0.4|3.0|29.3| |decode_lm_weight0.4_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/test_other|2939|65101|93.9|4.1|1.9|0.8|6.9|47.0| |decode_lm_weight0.5_lm_lm_train_lm_transformer2_en_bpe5000_17epoch_asr_model_valid.loss.ave_10best/test_clean|2620|65818|97.3|1.9|0.9|0.4|3.1|29.5|