mvijay97
commited on
Commit
•
c215727
1
Parent(s):
67d6442
Add model files
Browse files- .DS_Store +0 -0
- RESULTS.md +32 -0
- exp/.DS_Store +0 -0
- exp/asr_stats_raw_bpe150_sp/.DS_Store +0 -0
- exp/asr_stats_raw_bpe150_sp/train/.DS_Store +0 -0
- exp/asr_stats_raw_bpe150_sp/train/feats_stats.npz +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/.DS_Store +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/RESULTS.md +32 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/config.yaml +339 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/images/acc.png +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/images/backward_time.png +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/images/cer.png +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/images/cer_ctc.png +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/images/forward_time.png +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/images/gpu_max_cached_mem_GB.png +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/images/iter_time.png +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/images/loss.png +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/images/loss_att.png +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/images/loss_ctc.png +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/images/optim0_lr0.png +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/images/optim_step_time.png +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/images/train_time.png +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/images/wer.png +0 -0
- exp/asr_train_asr_conformer5_raw_bpe150_sp/valid.acc.ave_10best.pth +3 -0
.DS_Store
ADDED
Binary file (6.15 kB). View file
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RESULTS.md
ADDED
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<!-- Generated by scripts/utils/show_asr_result.sh -->
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# RESULTS
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## Environments
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- date: `Sat Mar 19 15:43:43 UTC 2022`
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- python version: `3.9.10 | packaged by conda-forge | (main, Feb 1 2022, 21:24:11) [GCC 9.4.0]`
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- espnet version: `espnet 0.10.7a1`
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- pytorch version: `pytorch 1.10.1`
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- Git hash: `d9691d77b34124627f53942fe906077adc4a4e69`
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- Commit date: `Thu Mar 17 15:50:03 2022 -0400`
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## asr_train_asr_conformer5_raw_bpe150_sp
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### WER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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|---|---|---|---|---|---|---|---|---|
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|decode_asr_asr_model_valid.acc.ave/test|515|2941|80.6|17.1|2.4|10.1|29.5|61.4|
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|decode_asr_asr_model_valid.acc.ave/valid|480|3127|86.8|12.2|1.0|1.5|14.7|57.3|
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### CER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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|---|---|---|---|---|---|---|---|---|
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|decode_asr_asr_model_valid.acc.ave/test|515|16056|92.3|3.8|3.9|2.4|10.1|61.4|
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|decode_asr_asr_model_valid.acc.ave/valid|480|15986|96.4|0.5|3.1|1.4|5.1|57.3|
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### TER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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|---|---|---|---|---|---|---|---|---|
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|decode_asr_asr_model_valid.acc.ave/test|515|8266|82.6|8.0|9.4|2.1|19.5|61.4|
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|decode_asr_asr_model_valid.acc.ave/valid|480|7598|93.3|1.2|5.5|1.6|8.2|57.3|
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exp/.DS_Store
ADDED
Binary file (8.2 kB). View file
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exp/asr_stats_raw_bpe150_sp/.DS_Store
ADDED
Binary file (6.15 kB). View file
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exp/asr_stats_raw_bpe150_sp/train/.DS_Store
ADDED
Binary file (6.15 kB). View file
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exp/asr_stats_raw_bpe150_sp/train/feats_stats.npz
ADDED
Binary file (1.4 kB). View file
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exp/asr_train_asr_conformer5_raw_bpe150_sp/.DS_Store
ADDED
Binary file (6.15 kB). View file
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exp/asr_train_asr_conformer5_raw_bpe150_sp/RESULTS.md
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<!-- Generated by scripts/utils/show_asr_result.sh -->
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# RESULTS
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+
## Environments
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+
- date: `Sat Mar 19 15:43:43 UTC 2022`
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5 |
+
- python version: `3.9.10 | packaged by conda-forge | (main, Feb 1 2022, 21:24:11) [GCC 9.4.0]`
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+
- espnet version: `espnet 0.10.7a1`
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7 |
+
- pytorch version: `pytorch 1.10.1`
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+
- Git hash: `d9691d77b34124627f53942fe906077adc4a4e69`
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- Commit date: `Thu Mar 17 15:50:03 2022 -0400`
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+
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## asr_train_asr_conformer5_raw_bpe150_sp
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### WER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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+
|---|---|---|---|---|---|---|---|---|
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+
|decode_asr_asr_model_valid.acc.ave/test|515|2941|80.6|17.1|2.4|10.1|29.5|61.4|
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|decode_asr_asr_model_valid.acc.ave/valid|480|3127|86.8|12.2|1.0|1.5|14.7|57.3|
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+
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### CER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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+
|---|---|---|---|---|---|---|---|---|
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+
|decode_asr_asr_model_valid.acc.ave/test|515|16056|92.3|3.8|3.9|2.4|10.1|61.4|
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+
|decode_asr_asr_model_valid.acc.ave/valid|480|15986|96.4|0.5|3.1|1.4|5.1|57.3|
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+
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### TER
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+
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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+
|---|---|---|---|---|---|---|---|---|
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+
|decode_asr_asr_model_valid.acc.ave/test|515|8266|82.6|8.0|9.4|2.1|19.5|61.4|
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+
|decode_asr_asr_model_valid.acc.ave/valid|480|7598|93.3|1.2|5.5|1.6|8.2|57.3|
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+
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exp/asr_train_asr_conformer5_raw_bpe150_sp/config.yaml
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config: conf/tuning/train_asr_conformer5.yaml
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print_config: false
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log_level: INFO
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dry_run: false
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iterator_type: sequence
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output_dir: exp/asr_train_asr_conformer5_raw_bpe150_sp
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ngpu: 1
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seed: 0
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num_workers: 1
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num_att_plot: 3
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dist_backend: nccl
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dist_init_method: env://
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dist_world_size: null
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dist_rank: null
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local_rank: 0
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dist_master_addr: null
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dist_master_port: null
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dist_launcher: null
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multiprocessing_distributed: false
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unused_parameters: false
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sharded_ddp: false
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cudnn_enabled: true
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cudnn_benchmark: false
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cudnn_deterministic: false
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collect_stats: false
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write_collected_feats: false
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max_epoch: 50
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patience: null
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val_scheduler_criterion:
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- valid
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31 |
+
- loss
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32 |
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early_stopping_criterion:
|
33 |
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- valid
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34 |
+
- loss
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35 |
+
- min
|
36 |
+
best_model_criterion:
|
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- - valid
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38 |
+
- acc
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+
- max
|
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keep_nbest_models: 10
|
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nbest_averaging_interval: 0
|
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+
grad_clip: 3
|
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grad_clip_type: 2.0
|
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grad_noise: false
|
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accum_grad: 1
|
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no_forward_run: false
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resume: true
|
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+
train_dtype: float32
|
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use_amp: true
|
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+
log_interval: null
|
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use_matplotlib: true
|
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use_tensorboard: true
|
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use_wandb: false
|
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wandb_project: null
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+
wandb_id: null
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+
wandb_entity: null
|
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+
wandb_name: null
|
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+
wandb_model_log_interval: -1
|
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detect_anomaly: false
|
60 |
+
pretrain_path: null
|
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init_param: []
|
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ignore_init_mismatch: false
|
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freeze_param: []
|
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num_iters_per_epoch: null
|
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batch_size: 20
|
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+
valid_batch_size: null
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batch_bins: 2500000
|
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valid_batch_bins: null
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+
train_shape_file:
|
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+
- exp/asr_stats_raw_bpe150_sp/train/speech_shape
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+
- exp/asr_stats_raw_bpe150_sp/train/text_shape.bpe
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valid_shape_file:
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- exp/asr_stats_raw_bpe150_sp/valid/speech_shape
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+
- exp/asr_stats_raw_bpe150_sp/valid/text_shape.bpe
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batch_type: numel
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valid_batch_type: null
|
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+
fold_length:
|
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+
- 80000
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+
- 150
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+
sort_in_batch: descending
|
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sort_batch: descending
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+
multiple_iterator: false
|
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+
chunk_length: 500
|
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chunk_shift_ratio: 0.5
|
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+
num_cache_chunks: 1024
|
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+
train_data_path_and_name_and_type:
|
87 |
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- - dump/raw/train_sp/wav.scp
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+
- speech
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89 |
+
- sound
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90 |
+
- - dump/raw/train_sp/text
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91 |
+
- text
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92 |
+
- text
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valid_data_path_and_name_and_type:
|
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- - dump/raw/valid/wav.scp
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95 |
+
- speech
|
96 |
+
- sound
|
97 |
+
- - dump/raw/valid/text
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98 |
+
- text
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+
- text
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100 |
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allow_variable_data_keys: false
|
101 |
+
max_cache_size: 0.0
|
102 |
+
max_cache_fd: 32
|
103 |
+
valid_max_cache_size: null
|
104 |
+
optim: adam
|
105 |
+
optim_conf:
|
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lr: 4.0
|
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+
scheduler: noamlr
|
108 |
+
scheduler_conf:
|
109 |
+
model_size: 256
|
110 |
+
warmup_steps: 25000
|
111 |
+
token_list:
|
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+
- <blank>
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+
- <unk>
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114 |
+
- ▁
|
115 |
+
- s
|
116 |
+
- i
|
117 |
+
- o
|
118 |
+
- e
|
119 |
+
- a
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120 |
+
- n
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121 |
+
- u
|
122 |
+
- t
|
123 |
+
- r
|
124 |
+
- ▁c
|
125 |
+
- ▁a
|
126 |
+
- é
|
127 |
+
- c
|
128 |
+
- l
|
129 |
+
- ▁de
|
130 |
+
- ▁d
|
131 |
+
- d
|
132 |
+
- ▁est
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133 |
+
- m
|
134 |
+
- ▁le
|
135 |
+
- p
|
136 |
+
- er
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137 |
+
- v
|
138 |
+
- f
|
139 |
+
- ▁l
|
140 |
+
- ▁s
|
141 |
+
- à
|
142 |
+
- ▁m
|
143 |
+
- ▁la
|
144 |
+
- ▁p
|
145 |
+
- re
|
146 |
+
- ▁un
|
147 |
+
- ▁il
|
148 |
+
- ▁vous
|
149 |
+
- nt
|
150 |
+
- g
|
151 |
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exp/asr_train_asr_conformer5_raw_bpe150_sp/images/acc.png
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exp/asr_train_asr_conformer5_raw_bpe150_sp/images/cer_ctc.png
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exp/asr_train_asr_conformer5_raw_bpe150_sp/images/forward_time.png
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exp/asr_train_asr_conformer5_raw_bpe150_sp/images/gpu_max_cached_mem_GB.png
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exp/asr_train_asr_conformer5_raw_bpe150_sp/images/loss.png
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exp/asr_train_asr_conformer5_raw_bpe150_sp/images/optim_step_time.png
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exp/asr_train_asr_conformer5_raw_bpe150_sp/images/train_time.png
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exp/asr_train_asr_conformer5_raw_bpe150_sp/images/wer.png
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exp/asr_train_asr_conformer5_raw_bpe150_sp/valid.acc.ave_10best.pth
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