| config: conf/tuning/train_transformer.yaml | |
| print_config: false | |
| log_level: INFO | |
| dry_run: false | |
| iterator_type: sequence | |
| output_dir: exp/tts_train_transformer_raw_phn_jaconv_pyopenjtalk | |
| ngpu: 1 | |
| seed: 0 | |
| num_workers: 1 | |
| num_att_plot: 3 | |
| dist_backend: nccl | |
| dist_init_method: env:// | |
| dist_world_size: 4 | |
| dist_rank: 0 | |
| local_rank: 0 | |
| dist_master_addr: localhost | |
| dist_master_port: 58206 | |
| dist_launcher: null | |
| multiprocessing_distributed: true | |
| cudnn_enabled: true | |
| cudnn_benchmark: false | |
| cudnn_deterministic: true | |
| collect_stats: false | |
| write_collected_feats: false | |
| max_epoch: 200 | |
| patience: null | |
| val_scheduler_criterion: | |
| - valid | |
| - loss | |
| early_stopping_criterion: | |
| - valid | |
| - loss | |
| - min | |
| best_model_criterion: | |
| - - valid | |
| - loss | |
| - min | |
| - - train | |
| - loss | |
| - min | |
| keep_nbest_models: 5 | |
| grad_clip: 1.0 | |
| 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 | |
| pretrain_path: [] | |
| pretrain_key: [] | |
| num_iters_per_epoch: 1000 | |
| batch_size: 20 | |
| valid_batch_size: null | |
| batch_bins: 9000000 | |
| valid_batch_bins: null | |
| train_shape_file: | |
| - exp/tts_stats_raw_phn_jaconv_pyopenjtalk/train/text_shape.phn | |
| - exp/tts_stats_raw_phn_jaconv_pyopenjtalk/train/speech_shape | |
| valid_shape_file: | |
| - exp/tts_stats_raw_phn_jaconv_pyopenjtalk/valid/text_shape.phn | |
| - exp/tts_stats_raw_phn_jaconv_pyopenjtalk/valid/speech_shape | |
| batch_type: numel | |
| valid_batch_type: null | |
| fold_length: | |
| - 150 | |
| - 240000 | |
| 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/tr_no_dev/text | |
| - text | |
| - text | |
| - - dump/raw/tr_no_dev/wav.scp | |
| - speech | |
| - sound | |
| valid_data_path_and_name_and_type: | |
| - - dump/raw/dev/text | |
| - text | |
| - text | |
| - - dump/raw/dev/wav.scp | |
| - speech | |
| - sound | |
| allow_variable_data_keys: false | |
| max_cache_size: 0.0 | |
| valid_max_cache_size: null | |
| optim: adam | |
| optim_conf: | |
| lr: 1.0 | |
| scheduler: noamlr | |
| scheduler_conf: | |
| model_size: 512 | |
| warmup_steps: 8000 | |
| token_list: | |
| - <blank> | |
| - <unk> | |
| - a | |
| - o | |
| - i | |
| - u | |
| - e | |
| - k | |
| - n | |
| - t | |
| - r | |
| - s | |
| - N | |
| - m | |
| - pau | |
| - sh | |
| - d | |
| - g | |
| - w | |
| - U | |
| - I | |
| - cl | |
| - h | |
| - y | |
| - b | |
| - j | |
| - ts | |
| - ch | |
| - z | |
| - p | |
| - f | |
| - ky | |
| - ry | |
| - gy | |
| - hy | |
| - ny | |
| - by | |
| - my | |
| - py | |
| - v | |
| - dy | |
| - ty | |
| - <sos/eos> | |
| odim: null | |
| model_conf: {} | |
| use_preprocessor: true | |
| token_type: phn | |
| bpemodel: null | |
| non_linguistic_symbols: null | |
| cleaner: jaconv | |
| g2p: pyopenjtalk | |
| feats_extract: fbank | |
| feats_extract_conf: | |
| fs: 24000 | |
| fmin: 80 | |
| fmax: 7600 | |
| n_mels: 80 | |
| hop_length: 300 | |
| n_fft: 2048 | |
| win_length: 1200 | |
| normalize: global_mvn | |
| normalize_conf: | |
| stats_file: exp/tts_stats_raw_phn_jaconv_pyopenjtalk/train/feats_stats.npz | |
| tts: transformer | |
| tts_conf: | |
| embed_dim: 0 | |
| eprenet_conv_layers: 0 | |
| eprenet_conv_filts: 0 | |
| eprenet_conv_chans: 0 | |
| dprenet_layers: 2 | |
| dprenet_units: 256 | |
| adim: 512 | |
| aheads: 8 | |
| elayers: 6 | |
| eunits: 1024 | |
| dlayers: 6 | |
| dunits: 1024 | |
| positionwise_layer_type: conv1d | |
| positionwise_conv_kernel_size: 1 | |
| postnet_layers: 5 | |
| postnet_filts: 5 | |
| postnet_chans: 256 | |
| use_masking: true | |
| bce_pos_weight: 5.0 | |
| use_scaled_pos_enc: true | |
| encoder_normalize_before: false | |
| decoder_normalize_before: false | |
| reduction_factor: 1 | |
| init_type: xavier_uniform | |
| init_enc_alpha: 1.0 | |
| init_dec_alpha: 1.0 | |
| eprenet_dropout_rate: 0.0 | |
| dprenet_dropout_rate: 0.5 | |
| postnet_dropout_rate: 0.5 | |
| transformer_enc_dropout_rate: 0.1 | |
| transformer_enc_positional_dropout_rate: 0.1 | |
| transformer_enc_attn_dropout_rate: 0.1 | |
| transformer_dec_dropout_rate: 0.1 | |
| transformer_dec_positional_dropout_rate: 0.1 | |
| transformer_dec_attn_dropout_rate: 0.1 | |
| transformer_enc_dec_attn_dropout_rate: 0.1 | |
| use_guided_attn_loss: true | |
| num_heads_applied_guided_attn: 2 | |
| num_layers_applied_guided_attn: 2 | |
| modules_applied_guided_attn: | |
| - encoder-decoder | |
| guided_attn_loss_lambda: 10.0 | |
| pitch_extract: null | |
| pitch_extract_conf: {} | |
| pitch_normalize: null | |
| pitch_normalize_conf: {} | |
| energy_extract: null | |
| energy_extract_conf: {} | |
| energy_normalize: null | |
| energy_normalize_conf: {} | |
| required: | |
| - output_dir | |
| - token_list | |
| distributed: true | |