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large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/47epoch.pth

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large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/48epoch.pth

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large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/50epoch.pth

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large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/52epoch.pth

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large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/54epoch.pth

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large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/55epoch.pth

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large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/57epoch.pth

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large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/58epoch.pth

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large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/59epoch.pth

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large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/60epoch.pth

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large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/RESULTS.md

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+<!-- Generated by scripts/utils/show_asr_result.sh -->
+# RESULTS
+## Environments
+- date: `Tue Mar 12 04:03:00 CST 2024`
+- python version: `3.9.18 (main, Sep 11 2023, 13:41:44)  [GCC 11.2.0]`
+- espnet version: `espnet 202308`
+- pytorch version: `pytorch 1.12.1+cu116`
+- Git hash: `884659f9ee95374811015381c976fa3b4f6e01db`
+  - Commit date: `Thu Nov 23 00:23:29 2023 +0800`
+
+## exp/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new
+### WER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_sot_asr_model_valid.acc.best/dev_2spk|3315|226216|81.3|7.3|11.4|11.0|29.7|96.8|
+|decode_sot_asr_model_valid.acc.best/dev_2spk_spk1|3315|226216|40.0|14.4|45.6|3.1|63.1|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_2spk_spk2|3315|226216|38.6|15.5|45.9|3.1|64.5|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_2spk_sys7_8khz_spk1_large|1606|135101|41.7|11.2|47.0|2.5|60.8|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_2spk_sys7_8khz_spk2_large|1606|135101|39.9|13.0|47.1|2.5|62.6|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_3spk|2059|209679|69.9|14.7|15.4|10.0|40.1|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_3spk_kaldi_fmt|1004|124462|73.7|11.7|14.5|6.0|32.3|99.9|
+|decode_sot_asr_model_valid.acc.best/dev_4spk|1467|200029|57.8|21.1|21.0|8.2|50.3|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_4spk_kaldi_fmt|721|119166|61.5|16.5|22.0|5.4|43.9|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_kaldi_fmt|605|47659|84.5|10.0|5.5|4.2|19.6|93.6|
+|decode_sot_asr_model_valid.acc.best/test-clean_2spk|4570|301042|81.9|6.6|11.5|10.2|28.3|97.6|
+|decode_sot_asr_model_valid.acc.best/test-clean_2spk_spk1|4570|301042|38.2|15.0|46.8|3.0|64.9|100.0|
+|decode_sot_asr_model_valid.acc.best/test-clean_2spk_spk2|4570|301042|37.4|14.5|48.1|2.3|65.0|100.0|
+|decode_sot_asr_model_valid.acc.best/test-clean_3spk|2072|212871|71.0|13.2|15.7|10.9|39.8|99.9|
+|decode_sot_asr_model_valid.acc.best/test-clean_4spk|1326|185394|59.8|19.4|20.8|9.1|49.3|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_2spk|4663|336490|81.0|8.8|10.2|10.8|29.8|99.1|
+|decode_sot_asr_model_valid.acc.best/test-other_2spk_spk1|4663|336490|34.2|18.6|47.2|3.5|69.3|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_2spk_spk2|4663|336490|40.5|14.8|44.8|3.0|62.5|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_3spk|2453|266074|68.4|17.2|14.4|11.0|42.6|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_4spk|1795|259138|55.9|23.8|20.3|8.7|52.8|100.0|
+|decode_sot_asr_model_valid.acc.best/test_clean_2spk_kaldi_fmt|2180|178761|85.1|5.1|9.7|5.9|20.8|95.1|
+|decode_sot_asr_model_valid.acc.best/test_clean_2spk_sys7_8khz_spk1_large|2180|178761|39.3|12.4|48.3|2.5|63.2|100.0|
+|decode_sot_asr_model_valid.acc.best/test_clean_2spk_sys7_8khz_spk2_large|2180|178761|39.4|12.6|48.0|2.0|62.6|100.0|
+|decode_sot_asr_model_valid.acc.best/test_clean_3spk_kaldi_fmt|977|124741|74.1|10.8|15.1|7.1|33.0|99.8|
+|decode_sot_asr_model_valid.acc.best/test_clean_4spk_kaldi_fmt|632|109072|63.2|15.2|21.6|6.1|42.9|100.0|
+|decode_sot_asr_model_valid.acc.best/test_clean_kaldi_fmt|961|64007|86.8|8.4|4.7|4.0|17.2|94.8|
+|decode_sot_asr_model_valid.acc.best/test_other_2spk_kaldi_fmt|2363|205496|83.9|7.3|8.8|6.5|22.6|98.4|
+|decode_sot_asr_model_valid.acc.best/test_other_2spk_sys7_8khz_spk1_large|2363|205496|35.2|16.2|48.6|2.9|67.6|100.0|
+|decode_sot_asr_model_valid.acc.best/test_other_2spk_sys7_8khz_spk2_large|2363|205496|41.9|12.8|45.3|2.5|60.6|100.0|
+|decode_sot_asr_model_valid.acc.best/test_other_3spk_kaldi_fmt|1246|162996|70.6|15.3|14.1|7.6|37.0|100.0|
+|decode_sot_asr_model_valid.acc.best/test_other_4spk_kaldi_fmt|901|157123|59.0|19.4|21.7|6.4|47.4|100.0|
+|decode_sot_asr_model_valid.acc.best/test_other_kaldi_fmt|992|80370|81.6|12.2|6.2|5.9|24.3|97.5|
+
+### CER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_sot_asr_model_valid.acc.best/dev_2spk|3315|1230801|85.8|4.2|10.0|9.8|24.0|96.8|
+|decode_sot_asr_model_valid.acc.best/dev_2spk_spk1|3315|1230801|47.9|6.1|46.0|3.4|55.5|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_2spk_spk2|3315|1230801|47.2|6.5|46.2|3.4|56.2|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_2spk_sys7_8khz_spk1_large|1606|735694|48.0|4.5|47.4|2.6|54.5|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_2spk_sys7_8khz_spk2_large|1606|735694|47.3|5.3|47.3|2.6|55.2|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_3spk|2059|1140428|77.7|8.0|14.3|8.6|30.9|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_3spk_kaldi_fmt|1004|677017|80.1|6.0|13.9|5.0|24.9|99.9|
+|decode_sot_asr_model_valid.acc.best/dev_4spk|1467|1087409|68.5|10.4|21.1|7.4|39.0|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_4spk_kaldi_fmt|721|647884|70.2|7.5|22.3|4.8|34.6|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_kaldi_fmt|605|258151|90.1|4.1|5.8|4.0|13.9|93.6|
+|decode_sot_asr_model_valid.acc.best/test-clean_2spk|4570|1550429|85.9|4.2|9.9|8.8|22.9|97.6|
+|decode_sot_asr_model_valid.acc.best/test-clean_2spk_spk1|4570|1550429|46.2|6.4|47.4|3.1|56.9|100.0|
+|decode_sot_asr_model_valid.acc.best/test-clean_2spk_spk2|4570|1550429|45.8|5.8|48.4|2.7|56.9|100.0|
+|decode_sot_asr_model_valid.acc.best/test-clean_3spk|2072|1084475|77.9|8.0|14.1|9.1|31.2|99.9|
+|decode_sot_asr_model_valid.acc.best/test-clean_4spk|1326|938467|69.5|10.1|20.4|8.2|38.7|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_2spk|4663|1742136|86.1|4.9|9.0|9.6|23.5|99.1|
+|decode_sot_asr_model_valid.acc.best/test-other_2spk_spk1|4663|1742136|44.1|7.9|48.0|3.6|59.5|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_2spk_spk2|4663|1742136|48.7|6.2|45.1|3.3|54.6|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_3spk|2453|1381987|77.3|9.2|13.6|9.6|32.3|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_4spk|1795|1346646|67.6|11.6|20.8|8.0|40.4|100.0|
+|decode_sot_asr_model_valid.acc.best/test_clean_2spk_kaldi_fmt|2180|921344|88.2|2.9|8.9|5.0|16.8|95.1|
+|decode_sot_asr_model_valid.acc.best/test_clean_2spk_sys7_8khz_spk1_large|2180|921344|46.1|5.0|48.9|2.5|56.4|100.0|
+|decode_sot_asr_model_valid.acc.best/test_clean_2spk_sys7_8khz_spk2_large|2180|921344|46.9|4.8|48.2|2.2|55.3|100.0|
+|decode_sot_asr_model_valid.acc.best/test_clean_3spk_kaldi_fmt|977|635802|79.7|6.3|14.0|5.7|26.1|99.8|
+|decode_sot_asr_model_valid.acc.best/test_clean_4spk_kaldi_fmt|632|552325|71.1|7.2|21.7|5.5|34.4|100.0|
+|decode_sot_asr_model_valid.acc.best/test_clean_kaldi_fmt|961|329390|91.8|3.4|4.8|4.0|12.2|94.8|
+|decode_sot_asr_model_valid.acc.best/test_other_2spk_kaldi_fmt|2363|1064868|88.0|3.8|8.2|5.6|17.6|98.4|
+|decode_sot_asr_model_valid.acc.best/test_other_2spk_sys7_8khz_spk1_large|2363|1064868|44.0|6.7|49.3|2.8|58.7|100.0|
+|decode_sot_asr_model_valid.acc.best/test_other_2spk_sys7_8khz_spk2_large|2363|1064868|49.1|5.2|45.7|2.6|53.5|100.0|
+|decode_sot_asr_model_valid.acc.best/test_other_3spk_kaldi_fmt|1246|847159|78.5|7.7|13.8|6.6|28.1|100.0|
+|decode_sot_asr_model_valid.acc.best/test_other_4spk_kaldi_fmt|901|817228|68.9|8.8|22.3|5.9|37.0|100.0|
+|decode_sot_asr_model_valid.acc.best/test_other_kaldi_fmt|992|416899|88.3|5.2|6.5|5.7|17.4|97.5|
+
+### TER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+## exp/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/decode_sot_asr_model_valid.acc.best
+### WER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|org/dev_2spk_kaldi_fmt|1606|135101|84.1|5.7|10.2|6.8|22.7|93.5|
+|org/tt_mix_clean_reverb_max_16k|3000|3000|0.0|100.0|0.0|3712.3|3812.3|100.0|
+
+### CER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|org/dev_2spk_kaldi_fmt|1606|735694|87.5|3.0|9.4|5.9|18.4|93.5|
+|org/tt_mix_clean_reverb_max_16k|3000|143026|17.0|82.9|0.1|370.7|453.8|100.0|
+
+### TER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|

large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/checkpoint.pth

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+size 516979614

large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/config.yaml

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+config: conf/tuning/train_sot_asr_conformer_large.yaml
+print_config: false
+log_level: INFO
+drop_last_iter: false
+dry_run: false
+iterator_type: sequence
+valid_iterator_type: null
+output_dir: exp/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new
+ngpu: 1
+seed: 0
+num_workers: 16
+num_att_plot: 3
+dist_backend: nccl
+dist_init_method: env://
+dist_world_size: 4
+dist_rank: 0
+local_rank: 0
+dist_master_addr: localhost
+dist_master_port: 58141
+dist_launcher: null
+multiprocessing_distributed: true
+unused_parameters: false
+sharded_ddp: false
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: true
+collect_stats: false
+write_collected_feats: false
+max_epoch: 60
+patience: null
+val_scheduler_criterion:
+- valid
+- loss
+early_stopping_criterion:
+- valid
+- loss
+- min
+best_model_criterion:
+-   - valid
+    - acc
+    - max
+keep_nbest_models: 10
+nbest_averaging_interval: 0
+grad_clip: 5.0
+grad_clip_type: 2.0
+grad_noise: false
+accum_grad: 4
+no_forward_run: false
+resume: true
+train_dtype: float32
+use_amp: false
+log_interval: null
+use_matplotlib: true
+use_tensorboard: true
+create_graph_in_tensorboard: false
+use_wandb: false
+wandb_project: null
+wandb_id: null
+wandb_entity: null
+wandb_name: null
+wandb_model_log_interval: -1
+detect_anomaly: false
+pretrain_path: null
+init_param:
+- /star-home/jinzengrui/dev/espnet/egs2/librimix/sot_asr1_pretrain/exp/asr_train_sot_asr_conformer_raw_en_char_sp/45epoch.pth
+ignore_init_mismatch: false
+freeze_param: []
+num_iters_per_epoch: null
+batch_size: 20
+valid_batch_size: null
+batch_bins: 16000000
+valid_batch_bins: null
+train_shape_file:
+- exp/asr_stats_raw_en_char/train/speech_shape
+- exp/asr_stats_raw_en_char/train/text_shape.char
+valid_shape_file:
+- exp/asr_stats_raw_en_char/valid/speech_shape
+- exp/asr_stats_raw_en_char/valid/text_shape.char
+batch_type: numel
+valid_batch_type: null
+fold_length:
+- 80000
+- 150
+sort_in_batch: descending
+shuffle_within_batch: false
+sort_batch: descending
+multiple_iterator: false
+chunk_length: 500
+chunk_shift_ratio: 0.5
+num_cache_chunks: 1024
+chunk_excluded_key_prefixes: []
+train_data_path_and_name_and_type:
+-   - dump/raw/train_large_kaldi_fmt/wav.scp
+    - speech
+    - kaldi_ark
+-   - dump/raw/train_large_kaldi_fmt/text
+    - text
+    - text
+valid_data_path_and_name_and_type:
+-   - dump/raw/dev_2spk_kaldi_fmt/wav.scp
+    - speech
+    - kaldi_ark
+-   - dump/raw/dev_2spk_kaldi_fmt/text
+    - text
+    - text
+allow_variable_data_keys: false
+max_cache_size: 0.0
+max_cache_fd: 32
+valid_max_cache_size: null
+exclude_weight_decay: false
+exclude_weight_decay_conf: {}
+optim: adam
+optim_conf:
+    lr: 0.002
+    weight_decay: 1.0e-06
+scheduler: warmuplr
+scheduler_conf:
+    warmup_steps: 20000
+token_list:
+- <blank>
+- <unk>
+- <sc>
+- <space>
+- E
+- T
+- A
+- O
+- N
+- I
+- H
+- S
+- R
+- D
+- L
+- U
+- M
+- C
+- W
+- F
+- G
+- Y
+- P
+- B
+- V
+- K
+- ''''
+- X
+- J
+- Q
+- Z
+- <sos/eos>
+init: null
+input_size: null
+ctc_conf:
+    dropout_rate: 0.0
+    ctc_type: builtin
+    reduce: true
+    ignore_nan_grad: null
+    zero_infinity: true
+joint_net_conf: null
+use_preprocessor: true
+token_type: char
+bpemodel: null
+non_linguistic_symbols: null
+cleaner: null
+g2p: null
+speech_volume_normalize: null
+rir_scp: null
+rir_apply_prob: 1.0
+noise_scp: null
+noise_apply_prob: 1.0
+noise_db_range: '13_15'
+short_noise_thres: 0.5
+aux_ctc_tasks: []
+frontend: default
+frontend_conf:
+    fs: 16k
+specaug: null
+specaug_conf: {}
+normalize: global_mvn
+normalize_conf:
+    stats_file: exp/asr_stats_raw_en_char/train/feats_stats.npz
+model: espnet
+model_conf:
+    ctc_weight: 0.0
+    lsm_weight: 0.1
+    length_normalized_loss: false
+preencoder: null
+preencoder_conf: {}
+encoder: conformer
+encoder_conf:
+    output_size: 256
+    attention_heads: 4
+    linear_units: 2048
+    num_blocks: 12
+    dropout_rate: 0.1
+    positional_dropout_rate: 0.1
+    attention_dropout_rate: 0.1
+    input_layer: conv2d
+    normalize_before: true
+    macaron_style: true
+    rel_pos_type: latest
+    pos_enc_layer_type: rel_pos
+    selfattention_layer_type: rel_selfattn
+    activation_type: swish
+    use_cnn_module: true
+    cnn_module_kernel: 31
+postencoder: null
+postencoder_conf: {}
+decoder: transformer
+decoder_conf:
+    attention_heads: 4
+    linear_units: 2048
+    num_blocks: 6
+    dropout_rate: 0.1
+    positional_dropout_rate: 0.1
+    self_attention_dropout_rate: 0.1
+    src_attention_dropout_rate: 0.1
+preprocessor: multi
+preprocessor_conf:
+    speaker_change_symbol:
+    - <sc>
+required:
+- output_dir
+- token_list
+version: '202308'
+distributed: true

large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/latest.pth

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large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/run.sh

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+./asr.sh --lang en --audio_format flac.ark --stage 2 --feats_type raw --token_type char --sot_asr true --max_wav_duration 50 --feats_normalize global_mvn --use_lm false --pretrained_model /star-home/jinzengrui/dev/espnet/egs2/librimix/sot_asr1_pretrain/exp/asr_train_sot_asr_conformer_raw_en_char_sp/45epoch.pth --asr_config conf/tuning/train_sot_asr_conformer_large.yaml --lm_config conf/tuning/train_lm_transformer.yaml --inference_config conf/tuning/decode_sot.yaml --train_set train_large_kaldi_fmt --valid_set dev_2spk_kaldi_fmt --test_sets 'dev_kaldi_fmt test_clean_kaldi_fmt test_other_kaldi_fmt' --ngpu 4 --asr_tag train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new --lm_train_text data/local/other_text/text --bpe_train_text data/train_large_kaldi_fmt/text --stage 10 --stage 11 "$@"; exit $?

large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new/tensorboard/train/events.out.tfevents.1704228297.de-74279-k2-train-7-1218101249-5bcbfb5567-jsftr.1813079.0

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large/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new_whamr/RESULTS.md

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+<!-- Generated by scripts/utils/show_asr_result.sh -->
+# RESULTS
+## Environments
+- date: `Tue Mar 12 04:49:59 CST 2024`
+- python version: `3.9.18 (main, Sep 11 2023, 13:41:44)  [GCC 11.2.0]`
+- espnet version: `espnet 202308`
+- pytorch version: `pytorch 1.12.1+cu116`
+- Git hash: `884659f9ee95374811015381c976fa3b4f6e01db`
+  - Commit date: `Thu Nov 23 00:23:29 2023 +0800`
+
+## exp/asr_train_sot_asr_conformer_raw_en_char_sp_finetune_ls100_45epoch_new_whamr
+### WER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_sot_asr_model_valid.acc.best/dev_2spk|3315|226216|80.6|7.3|12.1|10.5|29.9|97.3|
+|decode_sot_asr_model_valid.acc.best/dev_2spk_kaldi_fmt|1606|135101|83.1|5.7|11.2|6.6|23.5|94.5|
+|decode_sot_asr_model_valid.acc.best/dev_2spk_spk1_whamr|3315|226216|39.3|15.3|45.5|2.6|63.4|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_2spk_spk2_whamr|3315|226216|40.2|13.6|46.2|2.8|62.6|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_3spk|2059|209679|68.5|14.2|17.2|10.0|41.4|99.9|
+|decode_sot_asr_model_valid.acc.best/dev_4spk|1467|200029|57.4|19.8|22.7|8.8|51.3|100.0|
+|decode_sot_asr_model_valid.acc.best/test-clean_2spk|4570|301042|81.4|6.6|12.0|9.9|28.5|97.6|
+|decode_sot_asr_model_valid.acc.best/test-clean_2spk_spk1_whamr|4570|301042|38.2|14.3|47.5|2.1|64.0|100.0|
+|decode_sot_asr_model_valid.acc.best/test-clean_2spk_spk2_whamr|4570|301042|38.7|13.7|47.7|2.5|63.8|100.0|
+|decode_sot_asr_model_valid.acc.best/test-clean_3spk|2072|212871|70.0|13.0|17.0|10.7|40.7|99.9|
+|decode_sot_asr_model_valid.acc.best/test-clean_4spk|1326|185394|59.1|18.8|22.1|8.9|49.8|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_2spk|4663|336490|80.4|8.4|11.1|10.4|30.0|99.0|
+|decode_sot_asr_model_valid.acc.best/test-other_2spk_spk1_whamr|4663|336490|34.6|17.9|47.5|3.0|68.4|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_2spk_spk2_whamr|4663|336490|40.9|14.3|44.8|2.7|61.8|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_3spk|2453|266074|67.2|17.0|15.8|10.5|43.4|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_4spk|1795|259138|54.9|23.2|22.0|8.4|53.5|100.0|
+|decode_sot_asr_model_valid.acc.best/test_clean_2spk_kaldi_fmt|2180|178761|84.4|4.9|10.7|5.9|21.5|95.0|
+|decode_sot_asr_model_valid.acc.best/test_other_2spk_kaldi_fmt|2363|205496|82.8|7.2|10.0|6.7|23.9|98.1|
+|decode_sot_asr_model_valid.acc.best/tt_mix_clean_reverb_max_16k|3000|3000|0.0|100.0|0.0|3118.7|3218.7|100.0|
+
+### CER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_sot_asr_model_valid.acc.best/dev_2spk|3315|1230801|85.0|4.6|10.5|9.1|24.1|97.3|
+|decode_sot_asr_model_valid.acc.best/dev_2spk_kaldi_fmt|1606|735694|86.4|3.3|10.3|5.6|19.2|94.5|
+|decode_sot_asr_model_valid.acc.best/dev_2spk_spk1_whamr|3315|1230801|47.6|6.5|45.9|2.9|55.3|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_2spk_spk2_whamr|3315|1230801|47.8|5.8|46.4|2.9|55.1|100.0|
+|decode_sot_asr_model_valid.acc.best/dev_3spk|2059|1140428|76.1|7.9|16.0|8.5|32.4|99.9|
+|decode_sot_asr_model_valid.acc.best/dev_4spk|1467|1087409|67.5|10.0|22.5|7.6|40.1|100.0|
+|decode_sot_asr_model_valid.acc.best/test-clean_2spk|4570|1550429|85.3|4.3|10.4|8.5|23.1|97.6|
+|decode_sot_asr_model_valid.acc.best/test-clean_2spk_spk1_whamr|4570|1550429|46.6|5.8|47.6|2.6|56.1|100.0|
+|decode_sot_asr_model_valid.acc.best/test-clean_2spk_spk2_whamr|4570|1550429|46.2|5.8|48.0|2.7|56.5|100.0|
+|decode_sot_asr_model_valid.acc.best/test-clean_3spk|2072|1084475|76.8|7.8|15.4|9.0|32.1|99.9|
+|decode_sot_asr_model_valid.acc.best/test-clean_4spk|1326|938467|68.6|9.8|21.6|8.0|39.4|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_2spk|4663|1742136|85.4|4.8|9.8|9.2|23.8|99.0|
+|decode_sot_asr_model_valid.acc.best/test-other_2spk_spk1_whamr|4663|1742136|44.2|7.7|48.1|3.2|59.0|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_2spk_spk2_whamr|4663|1742136|48.9|5.9|45.1|3.0|54.1|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_3spk|2453|1381987|76.0|8.9|15.1|9.2|33.2|100.0|
+|decode_sot_asr_model_valid.acc.best/test-other_4spk|1795|1346646|66.2|11.3|22.4|7.7|41.5|100.0|
+|decode_sot_asr_model_valid.acc.best/test_clean_2spk_kaldi_fmt|2180|921344|87.3|2.8|9.9|5.1|17.7|95.0|
+|decode_sot_asr_model_valid.acc.best/test_other_2spk_kaldi_fmt|2363|1064868|86.9|3.8|9.3|5.8|18.9|98.1|
+|decode_sot_asr_model_valid.acc.best/tt_mix_clean_reverb_max_16k|3000|143026|16.3|83.6|0.2|299.2|382.9|100.0|
+
+### TER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|