| config: conf/train_asr_transformer.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_asr_transformer_raw_es_bpe64_sp | |
| ngpu: 0 | |
| seed: 0 | |
| num_workers: 1 | |
| num_att_plot: 3 | |
| dist_backend: nccl | |
| dist_init_method: env:// | |
| dist_world_size: null | |
| dist_rank: null | |
| local_rank: null | |
| dist_master_addr: null | |
| dist_master_port: null | |
| dist_launcher: null | |
| multiprocessing_distributed: false | |
| unused_parameters: false | |
| 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: 1 | |
| 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 | |
| use_lora: false | |
| save_lora_only: true | |
| lora_conf: {} | |
| pretrain_path: null | |
| init_param: [] | |
| ignore_init_mismatch: false | |
| freeze_param: [] | |
| num_iters_per_epoch: null | |
| batch_size: 16 | |
| valid_batch_size: null | |
| batch_bins: 1000000 | |
| valid_batch_bins: null | |
| train_shape_file: | |
| - exp/asr_stats_raw_es_bpe64_sp/train/speech_shape | |
| - exp/asr_stats_raw_es_bpe64_sp/train/text_shape.bpe | |
| valid_shape_file: | |
| - exp/asr_stats_raw_es_bpe64_sp/valid/speech_shape | |
| - exp/asr_stats_raw_es_bpe64_sp/valid/text_shape.bpe | |
| batch_type: folded | |
| 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: [] | |
| chunk_default_fs: null | |
| train_data_path_and_name_and_type: | |
| - - dump/raw/train_nodev_sp/wav.scp | |
| - speech | |
| - sound | |
| - - dump/raw/train_nodev_sp/text | |
| - text | |
| - text | |
| valid_data_path_and_name_and_type: | |
| - - dump/raw/train_dev/wav.scp | |
| - speech | |
| - sound | |
| - - dump/raw/train_dev/text | |
| - text | |
| - text | |
| allow_variable_data_keys: false | |
| max_cache_size: 0.0 | |
| max_cache_fd: 32 | |
| allow_multi_rates: false | |
| valid_max_cache_size: null | |
| exclude_weight_decay: false | |
| exclude_weight_decay_conf: {} | |
| optim: adam | |
| optim_conf: | |
| lr: 0.001 | |
| scheduler: warmuplr | |
| scheduler_conf: | |
| warmup_steps: 2500 | |
| token_list: | |
| - <blank> | |
| - <unk> | |
| - ▁ | |
| - a | |
| - o | |
| - i | |
| - s | |
| - r | |
| - e | |
| - n | |
| - c | |
| - u | |
| - l | |
| - m | |
| - b | |
| - g | |
| - t | |
| - ▁de | |
| - ▁a | |
| - en | |
| - do | |
| - er | |
| - ▁p | |
| - ra | |
| - ta | |
| - te | |
| - h | |
| - ▁que | |
| - p | |
| - ▁la | |
| - ▁el | |
| - ▁es | |
| - to | |
| - d | |
| - da | |
| - es | |
| - ▁no | |
| - os | |
| - y | |
| - ▁y | |
| - ▁ma | |
| - ▁un | |
| - ▁se | |
| - ▁en | |
| - la | |
| - f | |
| - z | |
| - ñ | |
| - '0' | |
| - '4' | |
| - '3' | |
| - w | |
| - '6' | |
| - '8' | |
| - '9' | |
| - '2' | |
| - '1' | |
| - x | |
| - j | |
| - q | |
| - '5' | |
| - '7' | |
| - v | |
| - <sos/eos> | |
| init: xavier_uniform | |
| input_size: null | |
| ctc_conf: | |
| dropout_rate: 0.0 | |
| ctc_type: builtin | |
| reduce: true | |
| ignore_nan_grad: null | |
| zero_infinity: true | |
| brctc_risk_strategy: exp | |
| brctc_group_strategy: end | |
| brctc_risk_factor: 0.0 | |
| joint_net_conf: null | |
| use_preprocessor: true | |
| use_lang_prompt: false | |
| use_nlp_prompt: false | |
| token_type: bpe | |
| bpemodel: data/es_token_list/bpe_unigram64/bpe.model | |
| 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_es_bpe64_sp/train/feats_stats.npz | |
| model: espnet | |
| model_conf: | |
| ctc_weight: 0.3 | |
| lsm_weight: 0.1 | |
| length_normalized_loss: false | |
| preencoder: null | |
| preencoder_conf: {} | |
| encoder: transformer | |
| 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: 0.0 | |
| input_layer: conv2d | |
| normalize_before: true | |
| 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: 0.0 | |
| src_attention_dropout_rate: 0.0 | |
| preprocessor: default | |
| preprocessor_conf: {} | |
| required: | |
| - output_dir | |
| - token_list | |
| version: '202402' | |
| distributed: false | |