| config: conf/tuning/prodiff_gst_xvector_base.yaml | |
| print_config: false | |
| log_level: INFO | |
| dry_run: false | |
| iterator_type: sequence | |
| output_dir: exp/tts_prodiff_gst_xvector_base_raw_phn_none | |
| ngpu: 1 | |
| seed: 0 | |
| num_workers: 6 | |
| num_att_plot: 3 | |
| num_valid_artifacts: 5 | |
| dist_backend: nccl | |
| dist_init_method: env:// | |
| dist_world_size: 2 | |
| dist_rank: 0 | |
| local_rank: 0 | |
| dist_master_addr: localhost | |
| dist_master_port: 32945 | |
| dist_launcher: null | |
| multiprocessing_distributed: true | |
| unused_parameters: false | |
| sharded_ddp: false | |
| growth_interval: 0 | |
| min_grad_scale: -1 | |
| cudnn_enabled: true | |
| cudnn_benchmark: false | |
| cudnn_deterministic: true | |
| collect_stats: false | |
| write_collected_feats: false | |
| max_epoch: 600 | |
| 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 | |
| nbest_averaging_interval: 0 | |
| grad_clip: 1.0 | |
| 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 | |
| detect_anomaly: false | |
| pretrain_path: null | |
| init_param: [] | |
| ignore_init_mismatch: false | |
| freeze_param: [] | |
| num_iters_per_epoch: 250 | |
| batch_size: 20 | |
| valid_batch_size: null | |
| valid_num_batches: null | |
| batch_bins: 6000000 | |
| valid_batch_bins: null | |
| train_shape_file: | |
| - exp/tts_stats_raw_phn_none/train/text_shape.phn | |
| - exp/tts_stats_raw_phn_none/train/speech_shape | |
| valid_shape_file: | |
| - exp/tts_stats_raw_phn_none/valid/text_shape.phn | |
| - exp/tts_stats_raw_phn_none/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_phn/text | |
| - text | |
| - text | |
| - - data/tr_no_dev_phn/durations | |
| - durations | |
| - text_int | |
| - - dump/raw/tr_no_dev_phn/wav.scp | |
| - speech | |
| - sound | |
| - - exp/tts_stats_raw_phn_none/train/collect_feats/pitch.scp | |
| - pitch | |
| - npy | |
| - - exp/tts_stats_raw_phn_none/train/collect_feats/energy.scp | |
| - energy | |
| - npy | |
| - - xvector/tr_no_dev_phn/xvector.scp | |
| - spembs | |
| - kaldi_ark | |
| valid_data_path_and_name_and_type: | |
| - - dump/raw/dev_phn/text | |
| - text | |
| - text | |
| - - data/dev_phn/durations | |
| - durations | |
| - text_int | |
| - - dump/raw/dev_phn/wav.scp | |
| - speech | |
| - sound | |
| - - exp/tts_stats_raw_phn_none/valid/collect_feats/pitch.scp | |
| - pitch | |
| - npy | |
| - - exp/tts_stats_raw_phn_none/valid/collect_feats/energy.scp | |
| - energy | |
| - npy | |
| - -xvector/dev_phn/xvector.scp | |
| - spembs | |
| - kaldi_ark | |
| allow_variable_data_keys: false | |
| max_cache_size: 0.0 | |
| max_cache_fd: 32 | |
| valid_max_cache_size: null | |
| optim: adamw | |
| optim_conf: | |
| lr: 1.0 | |
| betas: | |
| - 0.9 | |
| - 0.98 | |
| scheduler: noamlr | |
| scheduler_conf: | |
| model_size: 384 | |
| warmup_steps: 2000 | |
| token_list: | |
| - <blank> | |
| - <unk> | |
| - o | |
| - a | |
| - u | |
| - i | |
| - e | |
| - k | |
| - r | |
| - t | |
| - n | |
| - 、 | |
| - N | |
| - s | |
| - sh | |
| - d | |
| - m | |
| - g | |
| - b | |
| - w | |
| - cl | |
| - j | |
| - ch | |
| - sil | |
| - h | |
| - y | |
| - p | |
| - ts | |
| - z | |
| - f | |
| - ky | |
| - U | |
| - ny | |
| - gy | |
| - ry | |
| - I | |
| - hy | |
| - my | |
| - by | |
| - py | |
| - v | |
| - <sos/eos> | |
| odim: null | |
| model_conf: | |
| requires_word_duration: false | |
| use_preprocessor: true | |
| token_type: phn | |
| bpemodel: null | |
| non_linguistic_symbols: null | |
| cleaner: null | |
| g2p: null | |
| feats_extract: fbank | |
| feats_extract_conf: | |
| n_fft: 2048 | |
| hop_length: 300 | |
| win_length: 1200 | |
| fs: 24000 | |
| fmin: 80 | |
| fmax: 7600 | |
| n_mels: 80 | |
| normalize: global_mvn | |
| normalize_conf: | |
| stats_file: stats/feats_stats.npz | |
| tts: prodiff | |
| tts_conf: | |
| adim: 384 | |
| aheads: 2 | |
| elayers: 4 | |
| eunits: 1536 | |
| positionwise_layer_type: conv1d-linear | |
| positionwise_conv_kernel_size: 9 | |
| use_masking: true | |
| use_scaled_pos_enc: true | |
| encoder_normalize_before: true | |
| reduction_factor: 1 | |
| init_type: xavier_uniform | |
| init_enc_alpha: 1.0 | |
| transformer_enc_dropout_rate: 0.05 | |
| transformer_enc_positional_dropout_rate: 0.05 | |
| transformer_enc_attn_dropout_rate: 0.05 | |
| duration_predictor_layers: 2 | |
| duration_predictor_chans: 512 | |
| duration_predictor_kernel_size: 3 | |
| pitch_predictor_layers: 2 | |
| pitch_predictor_chans: 512 | |
| pitch_predictor_kernel_size: 3 | |
| pitch_predictor_dropout: 0.5 | |
| pitch_embed_kernel_size: 1 | |
| pitch_embed_dropout: 0.0 | |
| stop_gradient_from_pitch_predictor: true | |
| energy_predictor_layers: 2 | |
| energy_predictor_chans: 512 | |
| energy_predictor_kernel_size: 3 | |
| energy_predictor_dropout: 0.5 | |
| energy_embed_kernel_size: 1 | |
| energy_embed_dropout: 0.0 | |
| stop_gradient_from_energy_predictor: false | |
| spks: -1 | |
| spk_embed_dim: 192 | |
| denoiser_layers: 20 | |
| denoiser_channels: 256 | |
| diffusion_steps: 4 | |
| diffusion_timescale: 1 | |
| diffusion_beta: 40.0 | |
| diffusion_scheduler: vpsde | |
| diffusion_cycle_ln: 1 | |
| use_gst: true | |
| gst_heads: 8 | |
| gst_tokens: 256 | |
| pitch_extract: dio | |
| pitch_extract_conf: | |
| fs: 24000 | |
| n_fft: 2048 | |
| hop_length: 300 | |
| f0max: 400 | |
| f0min: 80 | |
| reduction_factor: 1 | |
| pitch_normalize: global_mvn | |
| pitch_normalize_conf: | |
| stats_file: stats/pitch_stats.npz | |
| energy_extract: energy | |
| energy_extract_conf: | |
| fs: 24000 | |
| n_fft: 2048 | |
| hop_length: 300 | |
| win_length: 1200 | |
| reduction_factor: 1 | |
| energy_normalize: global_mvn | |
| energy_normalize_conf: | |
| stats_file: stats/energy_stats.npz | |
| required: | |
| - output_dir | |
| - token_list | |
| version: '202207' | |
| distributed: true | |