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thai-central/config.yaml

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+config: conf/train_asr_hubert.yaml
+print_config: false
+log_level: INFO
+dry_run: false
+iterator_type: sequence
+output_dir: exp/asr_hubert_pt
+ngpu: 1
+seed: 0
+num_workers: 1
+num_att_plot: 3
+dist_backend: nccl
+dist_init_method: env://
+dist_world_size: 2
+dist_rank: 0
+local_rank: 0
+dist_master_addr: localhost
+dist_master_port: null
+dist_launcher: null
+multiprocessing_distributed: true
+unused_parameters: true
+sharded_ddp: false
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: true
+collect_stats: false
+write_collected_feats: false
+max_epoch: 20
+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: 2
+no_forward_run: false
+resume: true
+train_dtype: float32
+use_amp: false
+log_interval: null
+use_matplotlib: true
+use_tensorboard: true
+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: []
+ignore_init_mismatch: true
+freeze_param: []
+num_iters_per_epoch: 10000
+batch_size: 20
+valid_batch_size: null
+batch_bins: 9000000
+valid_batch_bins: null
+train_shape_file:
+- exp/asr_stats_raw_char_sp/train/speech_shape
+- exp/asr_stats_raw_char_sp/train/text_shape.char
+valid_shape_file:
+- exp/asr_stats_raw_char_sp/valid/speech_shape
+- exp/asr_stats_raw_char_sp/valid/text_shape.char
+batch_type: numel
+valid_batch_type: null
+fold_length:
+- 80000
+- 150
+sort_in_batch: descending
+sort_batch: descending
+multiple_iterator: false
+chunk_length: 500
+chunk_shift_ratio: 0.5
+num_cache_chunks: 1024
+train_data_path_and_name_and_type:
+-   - dump/raw/cheat_sp/wav.scp
+    - speech
+    - sound
+-   - dump/raw/cheat_sp/text
+    - text
+    - text
+valid_data_path_and_name_and_type:
+-   - dump/raw/test/wav.scp
+    - speech
+    - sound
+-   - dump/raw/test/text
+    - text
+    - text
+allow_variable_data_keys: false
+max_cache_size: 0.0
+max_cache_fd: 32
+valid_max_cache_size: null
+optim: adam
+optim_conf:
+    lr: 0.0005
+    weight_decay: 1.0e-06
+scheduler: warmuplr
+scheduler_conf:
+    warmup_steps: 5000
+token_list:
+- <blank>
+- <unk>
+- <space>
+- า
+- น
+- ่
+- อ
+- ร
+- ้
+- ง
+- ก
+- เ
+- ม
+- ย
+- ั
+- ล
+- ว
+- ี
+- ห
+- ด
+- บ
+- ส
+- ะ
+- ท
+- ิ
+- ค
+- ต
+- ป
+- ข
+- แ
+- จ
+- ไ
+- พ
+- ื
+- ุ
+- ู
+- ็
+- ใ
+- ช
+- ์
+- ำ
+- ึ
+- โ
+- ผ
+- ถ
+- ซ
+- ณ
+- ศ
+- ฟ
+- ญ
+- ธ
+- ภ
+- ษ
+- ฉ
+- ๊
+- ฝ
+- ฮ
+- ๋
+- ฐ
+- ฤ
+- ฏ
+- ฎ
+- ฆ
+- ฒ
+- ฑ
+- ฬ
+- ฌ
+- ฯ
+- <sos/eos>
+init: null
+input_size: 1
+ctc_conf:
+    dropout_rate: 0.0
+    ctc_type: builtin
+    reduce: true
+    ignore_nan_grad: 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'
+frontend: null
+frontend_conf: {}
+specaug: null
+specaug_conf: {}
+normalize: utterance_mvn
+normalize_conf: {}
+model: espnet
+model_conf:
+    ctc_weight: 0.3
+    lsm_weight: 0.1
+    length_normalized_loss: false
+preencoder: null
+preencoder_conf: {}
+encoder: hubert
+encoder_conf:
+    output_size: 256
+    normalize_before: false
+    hubert_url: https://dl.fbaipublicfiles.com/hubert/hubert_base_ls960.pt
+    hubert_dir_path: ./downloads/hubert_pretrained_models/hubert_base_ls960.pt
+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
+required:
+- output_dir
+- token_list
+version: 0.10.7a1
+distributed: true

thai-central/valid.acc.ave_10best.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:821b1a8dc73ceb4f6dc004d0217cc2f6dd19c6705f206f80798de12a3eb421e3
+size 417827465