| config: conf/train_vits.yaml | |
| print_config: false | |
| log_level: INFO | |
| drop_last_iter: false | |
| dry_run: false | |
| iterator_type: sequence | |
| valid_iterator_type: null | |
| output_dir: exp/tts_vits | |
| ngpu: 1 | |
| seed: 67823 | |
| num_workers: 4 | |
| 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: true | |
| sharded_ddp: false | |
| cudnn_enabled: true | |
| cudnn_benchmark: false | |
| cudnn_deterministic: false | |
| 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: | |
| - - train | |
| - total_count | |
| - max | |
| keep_nbest_models: 10 | |
| nbest_averaging_interval: 0 | |
| grad_clip: -1 | |
| 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: 50 | |
| use_matplotlib: true | |
| use_tensorboard: true | |
| create_graph_in_tensorboard: false | |
| use_wandb: true | |
| wandb_project: null | |
| wandb_id: null | |
| wandb_entity: null | |
| wandb_name: null | |
| wandb_model_log_interval: -1 | |
| detect_anomaly: false | |
| use_lora: false | |
| save_lora_only: true | |
| lora_conf: {} | |
| pretrain_path: null | |
| init_param: | |
| - downloads/espnet/kan-bayashi_ljspeech_vits/exp/tts_train_vits_raw_phn_tacotron_g2p_en_no_space/train.total_count.ave_10best.pth:tts:tts:tts.generator.text_encoder,tts.generator.posterior_encoder.input_conv | |
| ignore_init_mismatch: false | |
| freeze_param: [] | |
| num_iters_per_epoch: 1000 | |
| batch_size: 20 | |
| valid_batch_size: null | |
| batch_bins: 5000000 | |
| valid_batch_bins: null | |
| train_shape_file: | |
| - exp/tts_stats_raw_char/train/text_shape.char | |
| - exp/tts_stats_raw_char/train/speech_shape | |
| valid_shape_file: | |
| - exp/tts_stats_raw_char/valid/text_shape.char | |
| - exp/tts_stats_raw_char/valid/speech_shape | |
| batch_type: numel | |
| valid_batch_type: null | |
| fold_length: | |
| - 150 | |
| - 204800 | |
| sort_in_batch: descending | |
| shuffle_within_batch: false | |
| sort_batch: descending | |
| multiple_iterator: false | |
| chunk_length: 500 | |
| chunk_shift_ratio: 0.5 | |
| num_cache_chunks: 1024 | |
| chunk_excluded_key_prefixes: [] | |
| chunk_default_fs: null | |
| train_data_path_and_name_and_type: | |
| - - dump/raw/train_nodev/text | |
| - text | |
| - text | |
| - - dump/raw/train_nodev/wav.scp | |
| - speech | |
| - sound | |
| - - dump/raw/train_nodev/utt2sid | |
| - sids | |
| - text_int | |
| valid_data_path_and_name_and_type: | |
| - - dump/raw/train_dev/text | |
| - text | |
| - text | |
| - - dump/raw/train_dev/wav.scp | |
| - speech | |
| - sound | |
| - - dump/raw/train_dev/utt2sid | |
| - sids | |
| - text_int | |
| allow_variable_data_keys: false | |
| max_cache_size: 0.0 | |
| max_cache_fd: 32 | |
| allow_multi_rates: false | |
| valid_max_cache_size: null | |
| exclude_weight_decay: false | |
| exclude_weight_decay_conf: {} | |
| optim: adamw | |
| optim_conf: | |
| lr: 0.0003 | |
| betas: | |
| - 0.8 | |
| - 0.99 | |
| eps: 1.0e-09 | |
| weight_decay: 0.0 | |
| scheduler: exponentiallr | |
| scheduler_conf: | |
| gamma: 0.999875 | |
| optim2: adamw | |
| optim2_conf: | |
| lr: 0.0003 | |
| betas: | |
| - 0.8 | |
| - 0.99 | |
| eps: 1.0e-09 | |
| weight_decay: 0.0 | |
| scheduler2: exponentiallr | |
| scheduler2_conf: | |
| gamma: 0.999875 | |
| generator_first: false | |
| token_list: | |
| - <blank> | |
| - <unk> | |
| - <space> | |
| - e | |
| - n | |
| - a | |
| - o | |
| - t | |
| - i | |
| - r | |
| - d | |
| - s | |
| - k | |
| - l | |
| - m | |
| - u | |
| - g | |
| - h | |
| - w | |
| - v | |
| - . | |
| - z | |
| - b | |
| - p | |
| - ',' | |
| - j | |
| - c | |
| - f | |
| - ‘ | |
| - ’ | |
| - ':' | |
| - '?' | |
| - ö | |
| - '''' | |
| - '!' | |
| - '-' | |
| - ; | |
| - ò | |
| - è | |
| - ì | |
| - é | |
| - y | |
| - ë | |
| - x | |
| - q | |
| - <sos/eos> | |
| odim: null | |
| model_conf: {} | |
| use_preprocessor: true | |
| token_type: char | |
| bpemodel: null | |
| non_linguistic_symbols: null | |
| cleaner: null | |
| g2p: null | |
| feats_extract: fbank | |
| feats_extract_conf: | |
| n_fft: 1024 | |
| hop_length: 256 | |
| win_length: null | |
| fs: 22050 | |
| fmin: 80 | |
| fmax: 7600 | |
| n_mels: 80 | |
| normalize: global_mvn | |
| normalize_conf: | |
| stats_file: exp/tts_stats_raw_char/train/feats_stats.npz | |
| tts: vits | |
| tts_conf: | |
| generator_type: vits_generator | |
| generator_params: | |
| hidden_channels: 192 | |
| spks: 4 | |
| global_channels: 256 | |
| segment_size: 32 | |
| text_encoder_attention_heads: 2 | |
| text_encoder_ffn_expand: 4 | |
| text_encoder_blocks: 6 | |
| text_encoder_positionwise_layer_type: conv1d | |
| text_encoder_positionwise_conv_kernel_size: 3 | |
| text_encoder_positional_encoding_layer_type: rel_pos | |
| text_encoder_self_attention_layer_type: rel_selfattn | |
| text_encoder_activation_type: swish | |
| text_encoder_normalize_before: true | |
| text_encoder_dropout_rate: 0.1 | |
| text_encoder_positional_dropout_rate: 0.0 | |
| text_encoder_attention_dropout_rate: 0.1 | |
| use_macaron_style_in_text_encoder: true | |
| use_conformer_conv_in_text_encoder: false | |
| text_encoder_conformer_kernel_size: -1 | |
| decoder_kernel_size: 7 | |
| decoder_channels: 512 | |
| decoder_upsample_scales: | |
| - 8 | |
| - 8 | |
| - 2 | |
| - 2 | |
| decoder_upsample_kernel_sizes: | |
| - 16 | |
| - 16 | |
| - 4 | |
| - 4 | |
| decoder_resblock_kernel_sizes: | |
| - 3 | |
| - 7 | |
| - 11 | |
| decoder_resblock_dilations: | |
| - - 1 | |
| - 3 | |
| - 5 | |
| - - 1 | |
| - 3 | |
| - 5 | |
| - - 1 | |
| - 3 | |
| - 5 | |
| use_weight_norm_in_decoder: true | |
| posterior_encoder_kernel_size: 5 | |
| posterior_encoder_layers: 16 | |
| posterior_encoder_stacks: 1 | |
| posterior_encoder_base_dilation: 1 | |
| posterior_encoder_dropout_rate: 0.0 | |
| use_weight_norm_in_posterior_encoder: true | |
| flow_flows: 4 | |
| flow_kernel_size: 5 | |
| flow_base_dilation: 1 | |
| flow_layers: 4 | |
| flow_dropout_rate: 0.0 | |
| use_weight_norm_in_flow: true | |
| use_only_mean_in_flow: true | |
| stochastic_duration_predictor_kernel_size: 3 | |
| stochastic_duration_predictor_dropout_rate: 0.5 | |
| stochastic_duration_predictor_flows: 4 | |
| stochastic_duration_predictor_dds_conv_layers: 3 | |
| vocabs: 46 | |
| aux_channels: 80 | |
| discriminator_type: hifigan_multi_scale_multi_period_discriminator | |
| discriminator_params: | |
| scales: 1 | |
| scale_downsample_pooling: AvgPool1d | |
| scale_downsample_pooling_params: | |
| kernel_size: 4 | |
| stride: 2 | |
| padding: 2 | |
| scale_discriminator_params: | |
| in_channels: 1 | |
| out_channels: 1 | |
| kernel_sizes: | |
| - 15 | |
| - 41 | |
| - 5 | |
| - 3 | |
| channels: 128 | |
| max_downsample_channels: 1024 | |
| max_groups: 16 | |
| bias: true | |
| downsample_scales: | |
| - 2 | |
| - 2 | |
| - 4 | |
| - 4 | |
| - 1 | |
| nonlinear_activation: LeakyReLU | |
| nonlinear_activation_params: | |
| negative_slope: 0.1 | |
| use_weight_norm: true | |
| use_spectral_norm: false | |
| follow_official_norm: false | |
| periods: | |
| - 2 | |
| - 3 | |
| - 5 | |
| - 7 | |
| - 11 | |
| period_discriminator_params: | |
| in_channels: 1 | |
| out_channels: 1 | |
| kernel_sizes: | |
| - 5 | |
| - 3 | |
| channels: 32 | |
| downsample_scales: | |
| - 3 | |
| - 3 | |
| - 3 | |
| - 3 | |
| - 1 | |
| max_downsample_channels: 1024 | |
| bias: true | |
| nonlinear_activation: LeakyReLU | |
| nonlinear_activation_params: | |
| negative_slope: 0.1 | |
| use_weight_norm: true | |
| use_spectral_norm: false | |
| generator_adv_loss_params: | |
| average_by_discriminators: false | |
| loss_type: mse | |
| discriminator_adv_loss_params: | |
| average_by_discriminators: false | |
| loss_type: mse | |
| feat_match_loss_params: | |
| average_by_discriminators: false | |
| average_by_layers: false | |
| include_final_outputs: true | |
| mel_loss_params: | |
| fs: 22050 | |
| n_fft: 1024 | |
| hop_length: 256 | |
| win_length: null | |
| window: hann | |
| n_mels: 80 | |
| fmin: 0 | |
| fmax: null | |
| log_base: null | |
| lambda_adv: 1.0 | |
| lambda_mel: 45.0 | |
| lambda_feat_match: 2.0 | |
| lambda_dur: 1.0 | |
| lambda_kl: 1.0 | |
| sampling_rate: 22050 | |
| cache_generator_outputs: true | |
| pitch_extract: null | |
| pitch_extract_conf: | |
| fs: 22050 | |
| n_fft: 1024 | |
| hop_length: 256 | |
| f0max: 400 | |
| f0min: 80 | |
| pitch_normalize: null | |
| pitch_normalize_conf: | |
| stats_file: exp/tts_stats_raw_char/train/pitch_stats.npz | |
| energy_extract: null | |
| energy_extract_conf: | |
| fs: 22050 | |
| n_fft: 1024 | |
| hop_length: 256 | |
| win_length: null | |
| energy_normalize: null | |
| energy_normalize_conf: | |
| stats_file: exp/tts_stats_raw_char/train/energy_stats.npz | |
| required: | |
| - output_dir | |
| - token_list | |
| version: '202310' | |
| distributed: false | |