| config: conf/tuning/train_fastspeech.yaml | |
| print_config: false | |
| log_level: INFO | |
| dry_run: false | |
| iterator_type: sequence | |
| output_dir: exp/tts_train_fastspeech_raw_phn_pypinyin_g2p_phone | |
| 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 | |
| cudnn_enabled: true | |
| cudnn_benchmark: false | |
| cudnn_deterministic: true | |
| collect_stats: false | |
| write_collected_feats: false | |
| max_epoch: 1000 | |
| 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_noise: false | |
| accum_grad: 6 | |
| no_forward_run: false | |
| resume: true | |
| train_dtype: float32 | |
| log_interval: null | |
| pretrain_path: [] | |
| pretrain_key: [] | |
| num_iters_per_epoch: null | |
| batch_size: 20 | |
| valid_batch_size: null | |
| batch_bins: 800000 | |
| valid_batch_bins: null | |
| train_shape_file: | |
| - exp/tts_stats_raw_phn_pypinyin_g2p_phone/train/text_shape.phn | |
| - exp/tts_train_tacotron2_raw_phn_pypinyin_g2p_phone/decode_train.loss.best/tr_no_dev/speech_shape | |
| valid_shape_file: | |
| - exp/tts_stats_raw_phn_pypinyin_g2p_phone/valid/text_shape.phn | |
| - exp/tts_train_tacotron2_raw_phn_pypinyin_g2p_phone/decode_train.loss.best/dev/speech_shape | |
| batch_type: numel | |
| valid_batch_type: null | |
| fold_length: | |
| - 150 | |
| - 800 | |
| 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 | |
| - - exp/tts_train_tacotron2_raw_phn_pypinyin_g2p_phone/decode_train.loss.best/tr_no_dev/durations | |
| - durations | |
| - text_int | |
| - - exp/tts_train_tacotron2_raw_phn_pypinyin_g2p_phone/decode_train.loss.best/tr_no_dev/denorm/feats.scp | |
| - speech | |
| - npy | |
| - - exp/tts_stats_raw_phn_pypinyin_g2p_phone/train/collect_feats/pitch.scp | |
| - pitch | |
| - npy | |
| - - exp/tts_stats_raw_phn_pypinyin_g2p_phone/train/collect_feats/energy.scp | |
| - energy | |
| - npy | |
| valid_data_path_and_name_and_type: | |
| - - dump/raw/dev/text | |
| - text | |
| - text | |
| - - exp/tts_train_tacotron2_raw_phn_pypinyin_g2p_phone/decode_train.loss.best/dev/durations | |
| - durations | |
| - text_int | |
| - - exp/tts_train_tacotron2_raw_phn_pypinyin_g2p_phone/decode_train.loss.best/dev/denorm/feats.scp | |
| - speech | |
| - npy | |
| - - exp/tts_stats_raw_phn_pypinyin_g2p_phone/valid/collect_feats/pitch.scp | |
| - pitch | |
| - npy | |
| - - exp/tts_stats_raw_phn_pypinyin_g2p_phone/valid/collect_feats/energy.scp | |
| - energy | |
| - npy | |
| 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: 384 | |
| warmup_steps: 4000 | |
| token_list: | |
| - <blank> | |
| - <unk> | |
| - "\uFF30" | |
| - "\uFF22" | |
| - "\xFC" | |
| - an | |
| - ueng3 | |
| - '2' | |
| - uen | |
| - ei | |
| - ua | |
| - ao | |
| - u | |
| - ueng4 | |
| - uo | |
| - ang | |
| - ou | |
| - v2 | |
| - ueng1 | |
| - o | |
| - io1 | |
| - "\xFCn3" | |
| - er | |
| - ve4 | |
| - o3 | |
| - uai2 | |
| - uen3 | |
| - uen1 | |
| - uai3 | |
| - "\xFCe3" | |
| - iou1 | |
| - iong2 | |
| - ia2 | |
| - uai1 | |
| - iong1 | |
| - "\xFCan1" | |
| - "\xFCe1" | |
| - v4 | |
| - ua3 | |
| - ia | |
| - iong3 | |
| - uei3 | |
| - ua2 | |
| - ia3 | |
| - uei1 | |
| - o1 | |
| - o4 | |
| - "\xFCn2" | |
| - un2 | |
| - er3 | |
| - "\xFCn1" | |
| - uen4 | |
| - un3 | |
| - iu1 | |
| - "\xFCn4" | |
| - uen2 | |
| - "\xFCan3" | |
| - un4 | |
| - "\xFCan4" | |
| - iu3 | |
| - ua1 | |
| - uei2 | |
| - "\uFF01" | |
| - iou4 | |
| - iou2 | |
| - er4 | |
| - o2 | |
| - ei1 | |
| - iao2 | |
| - uang4 | |
| - "\xFC1" | |
| - ui2 | |
| - v3 | |
| - uang2 | |
| - iong4 | |
| - un1 | |
| - ui1 | |
| - ua4 | |
| - ao2 | |
| - en | |
| - a | |
| - iu2 | |
| - uang1 | |
| - uang3 | |
| - "\xFCe2" | |
| - in3 | |
| - "\uFF1F" | |
| - uai4 | |
| - "\xFCe4" | |
| - uan2 | |
| - ou2 | |
| - eng3 | |
| - ui3 | |
| - uan4 | |
| - a2 | |
| - ie2 | |
| - ong3 | |
| - iang2 | |
| - ie1 | |
| - in4 | |
| - iao1 | |
| - e1 | |
| - in2 | |
| - en4 | |
| - uan3 | |
| - "\xFC2" | |
| - ing3 | |
| - i | |
| - ei2 | |
| - ei3 | |
| - iang1 | |
| - er2 | |
| - ia4 | |
| - uo2 | |
| - "\xFC3" | |
| - uan1 | |
| - ia1 | |
| - e3 | |
| - ong4 | |
| - ie4 | |
| - ai1 | |
| - en3 | |
| - iang3 | |
| - eng4 | |
| - iang4 | |
| - ao1 | |
| - ou1 | |
| - ang2 | |
| - ai3 | |
| - iu4 | |
| - "\xFCan2" | |
| - ang3 | |
| - en1 | |
| - ong2 | |
| - uei4 | |
| - ei4 | |
| - iao3 | |
| - "\xFC4" | |
| - an2 | |
| - ing4 | |
| - an3 | |
| - a3 | |
| - ie3 | |
| - an1 | |
| - ian3 | |
| - uo1 | |
| - ing1 | |
| - ou4 | |
| - ian1 | |
| - ou3 | |
| - eng1 | |
| - ang1 | |
| - in1 | |
| - a4 | |
| - eng2 | |
| - uo4 | |
| - u1 | |
| - ang4 | |
| - iou3 | |
| - iao4 | |
| - ian2 | |
| - u2 | |
| - ui4 | |
| - e2 | |
| - en2 | |
| - u3 | |
| - ing2 | |
| - ao4 | |
| - ong1 | |
| - an4 | |
| - ai2 | |
| - ao3 | |
| - uo3 | |
| - ian4 | |
| - p | |
| - c | |
| - a1 | |
| - ai4 | |
| - e4 | |
| - s | |
| - k | |
| - r | |
| - i2 | |
| - f | |
| - n | |
| - u4 | |
| - ch | |
| - i3 | |
| - i1 | |
| - q | |
| - z | |
| - m | |
| - t | |
| - g | |
| - b | |
| - e | |
| - h | |
| - i4 | |
| - x | |
| - "\uFF0C" | |
| - zh | |
| - "\u3002" | |
| - l | |
| - j | |
| - sh | |
| - d | |
| - <sos/eos> | |
| odim: 80 | |
| model_conf: {} | |
| use_preprocessor: true | |
| token_type: phn | |
| bpemodel: null | |
| non_linguistic_symbols: null | |
| cleaner: null | |
| g2p: pypinyin_g2p_phone | |
| feats_extract: null | |
| feats_extract_conf: null | |
| normalize: global_mvn | |
| normalize_conf: | |
| stats_file: exp/tts_stats_raw_phn_pypinyin_g2p_phone/train/feats_stats.npz | |
| tts: fastspeech | |
| tts_conf: | |
| adim: 384 | |
| aheads: 2 | |
| elayers: 6 | |
| eunits: 1536 | |
| dlayers: 6 | |
| dunits: 1536 | |
| positionwise_layer_type: conv1d | |
| positionwise_conv_kernel_size: 3 | |
| duration_predictor_layers: 2 | |
| duration_predictor_chans: 384 | |
| duration_predictor_kernel_size: 3 | |
| postnet_layers: 5 | |
| postnet_filts: 5 | |
| postnet_chans: 256 | |
| use_masking: true | |
| 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 | |
| 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 | |
| pitch_extract: null | |
| pitch_extract_conf: | |
| fs: 24000 | |
| n_fft: 2048 | |
| hop_length: 300 | |
| f0max: 400 | |
| f0min: 80 | |
| pitch_normalize: null | |
| pitch_normalize_conf: | |
| stats_file: exp/tts_stats_raw_phn_pypinyin_g2p_phone/train/pitch_stats.npz | |
| energy_extract: null | |
| energy_extract_conf: | |
| fs: 24000 | |
| n_fft: 2048 | |
| hop_length: 300 | |
| win_length: 1200 | |
| energy_normalize: null | |
| energy_normalize_conf: | |
| stats_file: exp/tts_stats_raw_phn_pypinyin_g2p_phone/train/energy_stats.npz | |
| required: | |
| - output_dir | |
| - token_list | |
| distributed: false | |