| config: conf/tuning/train_asr_hubert_conformer.yaml |
| print_config: false |
| log_level: INFO |
| dry_run: false |
| iterator_type: sequence |
| output_dir: exp/asr_train_asr_hubert_conformer_raw_bpe100_init_paramexpexp_hubert_large_ll60k_weighted_perturbasr_train_asr_conformer7_hubert_960hr_large_raw_en_bpe5000_sp26epoch.pth:::decoder.output_layer,decoder.embed.0,ctc.ctc_lo_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: 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: 500 |
| patience: null |
| val_scheduler_criterion: |
| - valid |
| - loss |
| early_stopping_criterion: |
| - valid |
| - loss |
| - min |
| best_model_criterion: |
| - - valid |
| - acc |
| - max |
| keep_nbest_models: 10 |
| 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_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: |
| - exp/exp_hubert_large_ll60k_weighted_perturb/asr_train_asr_conformer7_hubert_960hr_large_raw_en_bpe5000_sp/26epoch.pth:::decoder.output_layer,decoder.embed.0,ctc.ctc_lo |
| ignore_init_mismatch: false |
| freeze_param: |
| - frontend.upstream |
| num_iters_per_epoch: null |
| batch_size: 20 |
| valid_batch_size: null |
| batch_bins: 1000000 |
| valid_batch_bins: null |
| train_shape_file: |
| - exp/asr_stats_raw_bpe100_sp/train/speech_shape |
| - exp/asr_stats_raw_bpe100_sp/train/text_shape.bpe |
| valid_shape_file: |
| - exp/asr_stats_raw_bpe100_sp/valid/speech_shape |
| - exp/asr_stats_raw_bpe100_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_sp/wav.scp |
| - speech |
| - sound |
| - - dump/raw/train_sp/text |
| - text |
| - text |
| valid_data_path_and_name_and_type: |
| - - dump/raw/dev/wav.scp |
| - speech |
| - sound |
| - - dump/raw/dev/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: 0.0002 |
| scheduler: warmuplr |
| scheduler_conf: |
| warmup_steps: 2000 |
| token_list: |
| - <blank> |
| - <unk> |
| - DECREASEBRIGHTNESS |
| - INCREASEBRIGHTNESS |
| - SETLIGHTBRIGHTNESS |
| - SETLIGHTCOLOR |
| - SWITCHLIGHTOFF |
| - SWITCHLIGHTON |
| - ▁ |
| - ▁the |
| - ▁lights |
| - ▁to |
| - e |
| - ▁in |
| - ▁turn |
| - i |
| - s |
| - l |
| - d |
| - t |
| - ▁please |
| - o |
| - ▁room |
| - ▁light |
| - ke |
| - ▁brightness |
| - ▁i |
| - ▁off |
| - a |
| - ▁be |
| - ▁on |
| - m |
| - ▁ma |
| - nt |
| - ▁wa |
| - r |
| - ▁change |
| - u |
| - ▁set |
| - re |
| - ▁you |
| - y |
| - ▁can |
| - ▁li |
| - g |
| - ing |
| - ▁down |
| - ▁pink |
| - p |
| - ▁two |
| - v |
| - ▁lighting |
| - ▁of |
| - w |
| - ▁red |
| - at |
| - ting |
| - ▁bedroom |
| - ▁s |
| - ▁la |
| - ▁need |
| - ▁twenty |
| - ▁up |
| - ▁it |
| - eve |
| - ▁me |
| - f |
| - ou |
| - ▁green |
| - ld |
| - ▁increase |
| - ▁brighter |
| - ▁blue |
| - ▁color |
| - ▁bright |
| - ▁toilet |
| - ▁kitchen |
| - ▁dim |
| - ry |
| - ▁lower |
| - ▁bathroom |
| - ▁switch |
| - all |
| - ▁twelve |
| - ▁dark |
| - ▁basement |
| - ▁percent |
| - x |
| - j |
| - k |
| - c |
| - b |
| - n |
| - '0' |
| - '3' |
| - q |
| - z |
| - '4' |
| - h |
| - <sos/eos> |
| init: null |
| input_size: null |
| ctc_conf: |
| dropout_rate: 0.0 |
| ctc_type: builtin |
| reduce: true |
| ignore_nan_grad: true |
| model_conf: |
| ctc_weight: 0.3 |
| lsm_weight: 0.1 |
| length_normalized_loss: false |
| extract_feats_in_collect_stats: false |
| use_preprocessor: true |
| token_type: bpe |
| bpemodel: data/token_list/bpe_unigram100/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: s3prl |
| frontend_conf: |
| frontend_conf: |
| upstream: hubert_large_ll60k |
| download_dir: ./hub |
| multilayer_feature: true |
| 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 |
| - 30 |
| num_freq_mask: 2 |
| apply_time_mask: true |
| time_mask_width_range: |
| - 0 |
| - 40 |
| num_time_mask: 2 |
| normalize: utterance_mvn |
| normalize_conf: {} |
| preencoder: linear |
| preencoder_conf: |
| input_size: 1024 |
| output_size: 80 |
| encoder: conformer |
| encoder_conf: |
| output_size: 512 |
| attention_heads: 8 |
| linear_units: 2048 |
| num_blocks: 12 |
| dropout_rate: 0.1 |
| positional_dropout_rate: 0.1 |
| attention_dropout_rate: 0.1 |
| input_layer: conv2d |
| normalize_before: true |
| macaron_style: true |
| pos_enc_layer_type: rel_pos |
| selfattention_layer_type: rel_selfattn |
| activation_type: swish |
| use_cnn_module: true |
| cnn_module_kernel: 31 |
| postencoder: null |
| postencoder_conf: {} |
| decoder: transformer |
| decoder_conf: |
| attention_heads: 8 |
| 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: 0.10.3a3 |
| distributed: false |
|
|
