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config: examples/aishell_demo/paraformer_s2/conf/train_asr_paraformer_sanm_50e_16d_2048_512_lfr6.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: /nfs/FunASR_results/paraformer/1m-1gpu/baseline_train_asr_paraformer_sanm_50e_16d_2048_512_lfr6_fbank_zh_char_local |
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ngpu: 1 |
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seed: 0 |
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num_workers: 16 |
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num_att_plot: 3 |
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dist_backend: nccl |
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dist_init_method: file:///nfs/FunASR_results/paraformer/1m-1gpu/baseline_train_asr_paraformer_sanm_50e_16d_2048_512_lfr6_fbank_zh_char_local/ddp_init |
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dist_world_size: 1 |
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dist_rank: 0 |
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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: true |
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unused_parameters: true |
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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: true |
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collect_stats: false |
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write_collected_feats: false |
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max_epoch: 20 |
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patience: null |
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val_scheduler_criterion: |
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- valid |
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- acc |
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early_stopping_criterion: |
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- valid |
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- loss |
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- min |
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best_model_criterion: |
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- - valid |
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- acc |
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- max |
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keep_nbest_models: 5 |
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nbest_averaging_interval: 0 |
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grad_clip: 5 |
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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: false |
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log_interval: 50 |
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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 |
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pretrain_path: null |
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init_param: |
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- /nfs/init_model/paraformer_9k_bigmodel.pth |
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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: 1000 |
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valid_batch_bins: null |
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train_shape_file: |
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- /nfs/dataset/data/asr_stats_fbank_zh_char/train/speech_shape |
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- /nfs/dataset/data/asr_stats_fbank_zh_char/train/text_shape.char |
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valid_shape_file: |
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- /nfs/dataset/data/asr_stats_fbank_zh_char/dev/speech_shape |
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- /nfs/dataset/data/asr_stats_fbank_zh_char/dev/text_shape.char |
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batch_type: length |
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valid_batch_type: null |
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fold_length: |
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- 512 |
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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_file: /nfs/dataset/data/dump/fbank/train/ark_txt.scp |
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valid_data_file: /nfs/dataset/data/dump/fbank/dev/ark_txt.scp |
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train_data_path_and_name_and_type: |
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- - /nfs/dataset/data/dump/fbank/train/feats.scp |
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- speech |
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- kaldi_ark |
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- - /nfs/dataset/data/dump/fbank/train/text |
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- text |
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- text |
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valid_data_path_and_name_and_type: |
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- - /nfs/dataset/data/dump/fbank/dev/feats.scp |
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- speech |
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- kaldi_ark |
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- - /nfs/dataset/data/dump/fbank/dev/text |
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- text |
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- text |
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allow_variable_data_keys: false |
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max_cache_size: 0.0 |
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max_cache_fd: 32 |
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valid_max_cache_size: null |
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optim: adam |
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optim_conf: |
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lr: 0.0005 |
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scheduler: warmuplr |
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scheduler_conf: |
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warmup_steps: 30000 |
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use_pai: false |
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num_worker_count: 1 |
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access_key_id: null |
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access_key_secret: null |
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endpoint: null |
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bucket_name: null |
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oss_bucket: null |
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|
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|
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|
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|
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- 碌 |
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- restaur@@ |
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- 惙 |
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- sto@@ |
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- 柔 |
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- . |
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- ic |
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- ep |
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- le |
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- 穿 |
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- feat@@ |
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- 蔸 |
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- 百 |
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- 芋 |
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- 吙 |
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- 谚 |
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- 哩 |
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- ad |
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- 瘳 |
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- 列 |
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- 簃 |
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- 滇 |
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- 饮 |
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- 上 |
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- ting |
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- 雕 |
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- 蛮 |
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- me@@ |
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- h |
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- 荬 |
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- 赢 |
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- 沩 |
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- 向 |
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- 镘 |
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- 双 |
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- 綉 |
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- 栽 |
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- 瓷 |
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- 稔 |
|
- 碧 |
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- 哽 |
|
- pol@@ |
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- 徨 |
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- s |
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- 息 |
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- 樨 |
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- 拱 |
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- 墡 |
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- 匆 |
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- speci@@ |
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- 庐 |
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- m |
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- 性 |
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- and |
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- 菩 |
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- tion |
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- 醌 |
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- 芝 |
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- 匈 |
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- 悸 |
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- gy |
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- 徉 |
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- 渡 |
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- 誊 |
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- ti@@ |
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- 军 |
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- 兽 |
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- 邀 |
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- public |
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- 胝 |
|
- 猴 |
|
- six |
|
- 黧 |
|
- being |
|
- 弊 |
|
- 捂 |
|
- ical |
|
- 癖 |
|
- 堆 |
|
- 伧 |
|
- 割 |
|
- 引 |
|
- la@@ |
|
- 鼙 |
|
- 逻 |
|
- 堪 |
|
- cap@@ |
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- 首 |
|
- 谝 |
|
- 瘦 |
|
- 硐 |
|
- 郑 |
|
- 凑 |
|
- fu@@ |
|
- b@@ |
|
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|
- 骠 |
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- 佼 |
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- 篦 |
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- 贵 |
|
- 铌 |
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- act |
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- 呑 |
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- 竖 |
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- 莅 |
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- 陕 |
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- 飙 |
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- 黏 |
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- 镆 |
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- 屦 |
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- 仨 |
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- 敫 |
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- 马 |
|
- 埜 |
|
- 垇 |
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- 阇 |
|
- 耒 |
|
- 笩 |
|
- 蓂 |
|
- 妃 |
|
- 讨 |
|
- see@@ |
|
- 吊 |
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- 踊 |
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- 弥 |
|
- 梅 |
|
- 坑 |
|
- 渫 |
|
- au@@ |
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- 赡 |
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- 坛 |
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- 苹 |
|
- don@@ |
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- 察 |
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- 俚 |
|
- fir@@ |
|
- 濑 |
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- 块 |
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- 浏 |
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- 唵 |
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- 婴 |
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- 恙 |
|
- 隈 |
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- 麽 |
|
- ca@@ |
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- 莼 |
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- 御 |
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- 鞋 |
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- 禧 |
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- 潩 |
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- 茬 |
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- ven |
|
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- 鸥 |
|
- 凭 |
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|
- 饺 |
|
- 耄 |
|
- uni@@ |
|
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|
- 煟 |
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- 舟 |
|
- 尅 |
|
- 帚 |
|
- 鼋 |
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- 嫔 |
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- 赟 |
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- 棼 |
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- 沪 |
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- 秃 |
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- 粧 |
|
- roo@@ |
|
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- 亏 |
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- 备 |
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- 悍 |
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- 莪 |
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- 闻 |
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- 钻 |
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|
- 友 |
|
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|
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|
- service |
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|
- 窝 |
|
- 扉 |
|
- 鲡 |
|
- 盛 |
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- 玖 |
|
- 卫 |
|
- ne@@ |
|
- 眛 |
|
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- 党 |
|
- 杼 |
|
- 碓 |
|
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|
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|
- 钟 |
|
- 大 |
|
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|
- 砻 |
|
- 卅 |
|
- 弟 |
|
- 颛 |
|
- 嫪 |
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- 代 |
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- 会 |
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- 悻 |
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- 者 |
|
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- 番 |
|
- 疯 |
|
- sp@@ |
|
- 聃 |
|
- 瀚 |
|
- 挥 |
|
- 拷 |
|
- 氡 |
|
- 璎 |
|
- 肪 |
|
- tan |
|
- ul@@ |
|
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|
- 龊 |
|
- 家 |
|
- 挽 |
|
- must |
|
- 蹭 |
|
- 樟 |
|
- 令 |
|
- 饶 |
|
- buy |
|
- 忖 |
|
- 娠 |
|
- 手 |
|
- house |
|
- 贷 |
|
- 嘚 |
|
- 莺 |
|
- 茛 |
|
- 宥 |
|
- 刼 |
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- 傥 |
|
- rest |
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- 厄 |
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- 洙 |
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- 牝 |
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- 林 |
|
- 铆 |
|
- 觳 |
|
- 嬢 |
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|
- 充 |
|
- 絮 |
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- 陲 |
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- zer@@ |
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- air@@ |
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- came |
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- wer |
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- 鹧 |
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- 咚 |
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- 嵂 |
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- 蝈 |
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- ils |
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- 削 |
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- 根 |
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- 恣 |
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- 呙 |
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- 窕 |
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- xt |
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- want |
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- 烃 |
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|
- <unk> |
|
split_with_space: true |
|
init: null |
|
input_size: null |
|
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: wav_frontend |
|
frontend_conf: |
|
fs: 16000 |
|
window: hamming |
|
n_mels: 80 |
|
frame_length: 25 |
|
frame_shift: 10 |
|
lfr_m: 7 |
|
lfr_n: 6 |
|
specaug: specaug_lfr |
|
specaug_conf: |
|
apply_time_warp: false |
|
time_warp_window: 5 |
|
time_warp_mode: bicubic |
|
apply_freq_mask: true |
|
freq_mask_width_range: |
|
- 0 |
|
- 30 |
|
lfr_rate: 6 |
|
num_freq_mask: 1 |
|
apply_time_mask: true |
|
time_mask_width_range: |
|
- 0 |
|
- 12 |
|
num_time_mask: 1 |
|
normalize: null |
|
normalize_conf: {} |
|
model: paraformer |
|
model_conf: |
|
ctc_weight: 0.0 |
|
lsm_weight: 0.1 |
|
length_normalized_loss: true |
|
predictor_weight: 1.0 |
|
predictor_bias: 1 |
|
sampling_ratio: 0.75 |
|
preencoder: null |
|
preencoder_conf: {} |
|
encoder: sanm |
|
encoder_conf: |
|
output_size: 512 |
|
attention_heads: 4 |
|
linear_units: 2048 |
|
num_blocks: 50 |
|
dropout_rate: 0.1 |
|
positional_dropout_rate: 0.1 |
|
attention_dropout_rate: 0.1 |
|
input_layer: pe |
|
pos_enc_class: SinusoidalPositionEncoder |
|
normalize_before: true |
|
kernel_size: 11 |
|
sanm_shfit: 0 |
|
selfattention_layer_type: sanm |
|
postencoder: null |
|
postencoder_conf: {} |
|
decoder: paraformer_decoder_sanm |
|
decoder_conf: |
|
attention_heads: 4 |
|
linear_units: 2048 |
|
num_blocks: 16 |
|
dropout_rate: 0.1 |
|
positional_dropout_rate: 0.1 |
|
self_attention_dropout_rate: 0.1 |
|
src_attention_dropout_rate: 0.1 |
|
att_layer_num: 16 |
|
kernel_size: 11 |
|
sanm_shfit: 0 |
|
predictor: cif_predictor_v2 |
|
predictor_conf: |
|
idim: 512 |
|
threshold: 1.0 |
|
l_order: 1 |
|
r_order: 1 |
|
tail_threshold: 0.45 |
|
gpu_id: 1 |
|
required: |
|
- output_dir |
|
- token_list |
|
distributed: false |
|
version: '202211' |
|
|
