| config: conf/tuning/train_asr_rnn_tr.yaml | |
| print_config: false | |
| log_level: INFO | |
| dry_run: false | |
| iterator_type: sequence | |
| output_dir: exp/asr_train_asr_rnn_tr_raw_id_bpe150_sp | |
| ngpu: 1 | |
| 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: 0 | |
| 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: 50 | |
| patience: 3 | |
| val_scheduler_criterion: | |
| - valid | |
| - loss | |
| early_stopping_criterion: | |
| - valid | |
| - loss | |
| - min | |
| best_model_criterion: | |
| - - train | |
| - loss | |
| - min | |
| - - valid | |
| - loss | |
| - min | |
| - - train | |
| - acc | |
| - max | |
| - - 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 | |
| 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: 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_id_bpe150_sp/train/speech_shape | |
| - exp/asr_stats_raw_id_bpe150_sp/train/text_shape.bpe | |
| valid_shape_file: | |
| - exp/asr_stats_raw_id_bpe150_sp/valid/speech_shape | |
| - exp/asr_stats_raw_id_bpe150_sp/valid/text_shape.bpe | |
| batch_type: folded | |
| 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/train_id_sp/wav.scp | |
| - speech | |
| - sound | |
| - - dump/raw/train_id_sp/text | |
| - text | |
| - text | |
| valid_data_path_and_name_and_type: | |
| - - dump/raw/dev_id/wav.scp | |
| - speech | |
| - sound | |
| - - dump/raw/dev_id/text | |
| - text | |
| - text | |
| allow_variable_data_keys: false | |
| max_cache_size: 0.0 | |
| max_cache_fd: 32 | |
| valid_max_cache_size: null | |
| optim: adadelta | |
| optim_conf: | |
| lr: 0.1 | |
| scheduler: null | |
| scheduler_conf: {} | |
| token_list: | |
| - <blank> | |
| - <unk> | |
| - ▁ | |
| - A | |
| - . | |
| - I | |
| - K | |
| - S | |
| - U | |
| - AN | |
| - H | |
| - E | |
| - R | |
| - T | |
| - M | |
| - P | |
| - O | |
| - NG | |
| - N | |
| - TA | |
| - ▁DI | |
| - ▁SE | |
| - LA | |
| - KAN | |
| - NYA | |
| - DA | |
| - ▁KE | |
| - C | |
| - B | |
| - SI | |
| - ',' | |
| - ▁SAYA | |
| - ER | |
| - KA | |
| - TI | |
| - MA | |
| - L | |
| - RA | |
| - ▁BER | |
| - IN | |
| - GA | |
| - Y | |
| - ▁MEN | |
| - RI | |
| - BU | |
| - YANG | |
| - NA | |
| - JA | |
| - TU | |
| - MU | |
| - LI | |
| - SA | |
| - ▁MA | |
| - ANG | |
| - KU | |
| - BA | |
| - AR | |
| - ▁BA | |
| - ▁INI | |
| - ▁PER | |
| - AT | |
| - ▁PA | |
| - LU | |
| - ▁P | |
| - GI | |
| - ▁MEM | |
| - DI | |
| - EN | |
| - ▁BE | |
| - ▁TIDAK | |
| - WA | |
| - ▁DAN | |
| - D | |
| - ▁ME | |
| - ▁KA | |
| - ▁TER | |
| - ▁SA | |
| - '?' | |
| - F | |
| - ▁ITU | |
| - DU | |
| - ▁DIA | |
| - AL | |
| - HA | |
| - J | |
| - DE | |
| - LE | |
| - ▁PE | |
| - ▁MENG | |
| - ▁TE | |
| - ▁DENGAN | |
| - UN | |
| - JU | |
| - '-' | |
| - GU | |
| - G | |
| - 'ON' | |
| - ▁LA | |
| - IL | |
| - LAH | |
| - OR | |
| - ▁BI | |
| - ▁UNTUK | |
| - ▁DARI | |
| - ▁KAMU | |
| - ▁KO | |
| - ▁APA | |
| - ▁ADALAH | |
| - ▁AKU | |
| - V | |
| - ▁TOM | |
| - ▁SU | |
| - ▁ADA | |
| - ▁PEN | |
| - MAN | |
| - W | |
| - ▁AKAN | |
| - '""' | |
| - MPA | |
| - LO | |
| - '"' | |
| - GE | |
| - ▁DALAM | |
| - ▁TAHU | |
| - JALAN | |
| - ▁ORANG | |
| - '!' | |
| - Z | |
| - ” | |
| - X | |
| - '''' | |
| - Q | |
| - ':' | |
| - ; | |
| - ’ | |
| - ) | |
| - – | |
| - é | |
| - — | |
| - á | |
| - \ | |
| - ‘ | |
| - ( | |
| - '[' | |
| - É | |
| - ō | |
| - ń | |
| - ł | |
| - “ | |
| - <sos/eos> | |
| init: null | |
| input_size: null | |
| ctc_conf: | |
| dropout_rate: 0.0 | |
| ctc_type: builtin | |
| reduce: true | |
| ignore_nan_grad: true | |
| joint_net_conf: null | |
| model_conf: | |
| ctc_weight: 0.5 | |
| use_preprocessor: true | |
| token_type: bpe | |
| bpemodel: data/id_token_list/bpe_unigram150/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' | |
| frontend: default | |
| frontend_conf: | |
| fs: 16k | |
| specaug: specaug | |
| specaug_conf: | |
| apply_time_warp: true | |
| time_warp_window: 5 | |
| time_warp_mode: bicubic | |
| apply_freq_mask: true | |
| freq_mask_width_range: | |
| - 0 | |
| - 27 | |
| num_freq_mask: 2 | |
| apply_time_mask: true | |
| time_mask_width_ratio_range: | |
| - 0.0 | |
| - 0.05 | |
| num_time_mask: 2 | |
| normalize: global_mvn | |
| normalize_conf: | |
| stats_file: exp/asr_stats_raw_id_bpe150_sp/train/feats_stats.npz | |
| preencoder: null | |
| preencoder_conf: {} | |
| encoder: vgg_rnn | |
| encoder_conf: | |
| rnn_type: lstm | |
| bidirectional: true | |
| use_projection: true | |
| num_layers: 4 | |
| hidden_size: 1024 | |
| output_size: 1024 | |
| postencoder: null | |
| postencoder_conf: {} | |
| decoder: rnn | |
| decoder_conf: | |
| num_layers: 2 | |
| hidden_size: 1024 | |
| sampling_probability: 0 | |
| att_conf: | |
| atype: location | |
| adim: 1024 | |
| aconv_chans: 10 | |
| aconv_filts: 100 | |
| required: | |
| - output_dir | |
| - token_list | |
| version: 0.10.6a1 | |
| distributed: false | |