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  1. 100epoch.pth +3 -0
  2. config.yaml +401 -0
100epoch.pth ADDED
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+ size 373275392
config.yaml ADDED
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+ config: ./conf/tuning/finetune_full_band_vits.yaml
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+ print_config: false
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+ log_level: INFO
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+ dry_run: false
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+ iterator_type: sequence
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+ output_dir: exp/tts_full_band_vits
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+ ngpu: 1
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+ seed: 777
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+ num_workers: 4
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+ num_att_plot: 3
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+ dist_backend: nccl
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+ dist_init_method: env://
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+ dist_world_size: null
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+ dist_rank: null
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+ local_rank: 0
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+ dist_master_addr: null
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+ dist_master_port: null
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+ dist_launcher: null
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+ multiprocessing_distributed: false
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+ unused_parameters: true
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+ sharded_ddp: false
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+ cudnn_enabled: true
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+ cudnn_benchmark: false
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+ cudnn_deterministic: false
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+ collect_stats: false
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+ write_collected_feats: false
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+ max_epoch: 100
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+ patience: null
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+ val_scheduler_criterion:
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+ - valid
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+ - loss
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+ early_stopping_criterion:
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+ - valid
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+ - loss
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+ - min
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+ best_model_criterion:
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+ - - train
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+ - total_count
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+ - max
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+ keep_nbest_models: 10
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+ nbest_averaging_interval: 0
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+ grad_clip: -1
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+ grad_clip_type: 2.0
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+ grad_noise: false
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+ accum_grad: 1
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+ no_forward_run: false
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+ resume: true
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+ train_dtype: float32
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+ use_amp: false
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+ log_interval: 50
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+ use_matplotlib: true
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+ use_tensorboard: true
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+ create_graph_in_tensorboard: false
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+ use_wandb: false
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+ wandb_project: null
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+ wandb_id: null
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+ wandb_entity: null
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+ wandb_name: null
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+ wandb_model_log_interval: -1
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+ detect_anomaly: false
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+ pretrain_path: null
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+ init_param:
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+ - downloads/full_band_vits_accent_with_pause_pretrain/exp/tts_train_full_band_vits_raw_phn_jaconv_pyopenjtalk_accent_with_pause/train.total_count.ave_10best.pth:tts:tts
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+ ignore_init_mismatch: false
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+ freeze_param: []
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+ num_iters_per_epoch: 1000
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+ batch_size: 20
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+ valid_batch_size: null
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+ batch_bins: 100000
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+ valid_batch_bins: null
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+ train_shape_file:
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+ - exp/tts_stats_raw_linear_spectrogram_phn_jaconv_pyopenjtalk_accent_with_pause/train/text_shape.phn
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+ - exp/tts_stats_raw_linear_spectrogram_phn_jaconv_pyopenjtalk_accent_with_pause/train/speech_shape
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+ valid_shape_file:
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+ - exp/tts_stats_raw_linear_spectrogram_phn_jaconv_pyopenjtalk_accent_with_pause/valid/text_shape.phn
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+ - exp/tts_stats_raw_linear_spectrogram_phn_jaconv_pyopenjtalk_accent_with_pause/valid/speech_shape
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+ batch_type: numel
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+ valid_batch_type: null
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+ fold_length:
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+ - 150
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+ - 409600
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+ sort_in_batch: descending
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+ sort_batch: descending
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+ multiple_iterator: false
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+ chunk_length: 500
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+ chunk_shift_ratio: 0.5
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+ num_cache_chunks: 1024
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+ chunk_excluded_key_prefixes: []
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+ train_data_path_and_name_and_type:
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+ - - dump/44k/raw/tr_no_dev/text
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+ - text
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+ - text
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+ - - dump/44k/raw/tr_no_dev/wav.scp
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+ - speech
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+ - sound
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+ valid_data_path_and_name_and_type:
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+ - - dump/44k/raw/dev/text
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+ - text
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+ - text
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+ - - dump/44k/raw/dev/wav.scp
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+ - speech
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+ - sound
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+ allow_variable_data_keys: false
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+ max_cache_size: 0.0
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+ max_cache_fd: 32
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+ valid_max_cache_size: null
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+ exclude_weight_decay: false
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+ exclude_weight_decay_conf: {}
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+ optim: adamw
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+ optim_conf:
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+ lr: 0.0001
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+ betas:
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+ - 0.8
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+ - 0.99
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+ eps: 1.0e-09
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+ weight_decay: 0.0
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+ scheduler: exponentiallr
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+ scheduler_conf:
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+ gamma: 0.999875
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+ optim2: adamw
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+ optim2_conf:
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+ lr: 0.0001
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+ betas:
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+ - 0.8
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+ - 0.99
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+ eps: 1.0e-09
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+ weight_decay: 0.0
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+ scheduler2: exponentiallr
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+ scheduler2_conf:
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+ gamma: 0.999875
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+ generator_first: false
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+ token_list:
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+ - <blank>
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+ - <unk>
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+ - '1'
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+ - '2'
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+ - '0'
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+ - '3'
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+ - '4'
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+ - '-1'
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+ - '5'
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+ - a
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+ - o
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+ - '-2'
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+ - i
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+ - '-3'
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+ - u
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+ - e
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+ - k
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+ - N
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+ - pau
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+ - w
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+ - '8'
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+ - U
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+ - I
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+ - cl
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+ - y
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+ - b
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+ - '9'
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+ - j
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+ - ts
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+ - ch
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+ - z
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+ - gy
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+ - '-11'
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+ - '-13'
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+ - py
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+ - '-15'
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+ - v
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+ - '-16'
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+ - '-17'
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+ - '-21'
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+ - '-20'
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+ - '12'
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+ - '-19'
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+ - '13'
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+ - '-18'
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+ - '14'
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+ - dy
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+ - ty
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+ - '-22'
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+ - '16'
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+ - '18'
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+ - '19'
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+ - '17'
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+ - <sos/eos>
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+ odim: null
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+ model_conf: {}
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+ use_preprocessor: true
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+ token_type: phn
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+ bpemodel: null
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+ non_linguistic_symbols: null
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+ cleaner: jaconv
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+ g2p: pyopenjtalk_accent_with_pause
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+ feats_extract: linear_spectrogram
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+ feats_extract_conf:
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+ n_fft: 2048
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+ hop_length: 512
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+ win_length: null
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+ normalize: null
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+ normalize_conf: {}
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+ tts: vits
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+ tts_conf:
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+ generator_type: vits_generator
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+ generator_params:
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+ hidden_channels: 192
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+ spks: -1
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+ global_channels: -1
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+ segment_size: 32
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+ text_encoder_attention_heads: 2
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+ text_encoder_ffn_expand: 4
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+ text_encoder_blocks: 6
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+ text_encoder_positionwise_layer_type: conv1d
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+ text_encoder_positionwise_conv_kernel_size: 3
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+ text_encoder_positional_encoding_layer_type: rel_pos
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+ text_encoder_self_attention_layer_type: rel_selfattn
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+ text_encoder_activation_type: swish
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+ text_encoder_normalize_before: true
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+ text_encoder_dropout_rate: 0.1
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+ text_encoder_positional_dropout_rate: 0.0
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+ text_encoder_attention_dropout_rate: 0.1
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+ use_macaron_style_in_text_encoder: true
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+ use_conformer_conv_in_text_encoder: false
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+ text_encoder_conformer_kernel_size: -1
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+ decoder_kernel_size: 7
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+ decoder_channels: 512
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+ decoder_upsample_scales:
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+ - 8
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+ - 8
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+ - 2
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+ - 2
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+ - 2
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+ decoder_upsample_kernel_sizes:
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+ - 16
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+ - 16
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+ - 4
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+ - 4
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+ - 4
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+ decoder_resblock_kernel_sizes:
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+ - 3
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+ - 7
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+ - 11
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+ decoder_resblock_dilations:
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+ - - 1
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+ - 3
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+ - 5
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+ - - 1
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+ - 3
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+ - 5
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+ - - 1
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+ - 3
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+ - 5
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+ use_weight_norm_in_decoder: true
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+ posterior_encoder_kernel_size: 5
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+ posterior_encoder_layers: 16
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+ posterior_encoder_stacks: 1
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+ posterior_encoder_base_dilation: 1
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+ posterior_encoder_dropout_rate: 0.0
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+ use_weight_norm_in_posterior_encoder: true
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+ flow_flows: 4
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+ flow_kernel_size: 5
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+ flow_base_dilation: 1
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+ flow_layers: 4
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+ flow_dropout_rate: 0.0
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+ use_weight_norm_in_flow: true
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+ use_only_mean_in_flow: true
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+ stochastic_duration_predictor_kernel_size: 3
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+ stochastic_duration_predictor_dropout_rate: 0.5
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+ stochastic_duration_predictor_flows: 4
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+ stochastic_duration_predictor_dds_conv_layers: 3
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+ vocabs: 85
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+ aux_channels: 1025
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+ discriminator_type: hifigan_multi_scale_multi_period_discriminator
305
+ discriminator_params:
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+ scales: 1
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+ scale_downsample_pooling: AvgPool1d
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+ scale_downsample_pooling_params:
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+ kernel_size: 4
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+ stride: 2
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+ padding: 2
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+ scale_discriminator_params:
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+ in_channels: 1
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+ out_channels: 1
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+ kernel_sizes:
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+ - 15
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+ - 41
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+ - 5
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+ - 3
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+ channels: 128
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+ max_downsample_channels: 1024
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+ max_groups: 16
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+ bias: true
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+ downsample_scales:
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+ - 2
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+ - 2
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+ - 4
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+ - 4
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+ - 1
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+ nonlinear_activation: LeakyReLU
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+ nonlinear_activation_params:
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+ negative_slope: 0.1
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+ use_weight_norm: true
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+ use_spectral_norm: false
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+ follow_official_norm: false
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+ periods:
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+ - 2
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+ - 3
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+ - 5
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+ - 7
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+ - 11
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+ period_discriminator_params:
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+ in_channels: 1
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+ out_channels: 1
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+ kernel_sizes:
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+ - 5
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+ - 3
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+ channels: 32
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+ downsample_scales:
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+ - 3
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+ - 3
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+ - 3
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+ - 3
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+ - 1
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+ max_downsample_channels: 1024
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+ bias: true
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+ nonlinear_activation: LeakyReLU
358
+ nonlinear_activation_params:
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+ negative_slope: 0.1
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+ use_weight_norm: true
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+ use_spectral_norm: false
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+ generator_adv_loss_params:
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+ average_by_discriminators: false
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+ loss_type: mse
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+ discriminator_adv_loss_params:
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+ average_by_discriminators: false
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+ loss_type: mse
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+ feat_match_loss_params:
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+ average_by_discriminators: false
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+ average_by_layers: false
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+ include_final_outputs: true
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+ mel_loss_params:
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+ fs: 44100
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+ n_fft: 2048
375
+ hop_length: 512
376
+ win_length: null
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+ window: hann
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+ n_mels: 80
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+ fmin: 0
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+ fmax: null
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+ log_base: null
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+ lambda_adv: 1.0
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+ lambda_mel: 45.0
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+ lambda_feat_match: 2.0
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+ lambda_dur: 1.0
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+ lambda_kl: 1.0
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+ sampling_rate: 44100
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+ cache_generator_outputs: true
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+ pitch_extract: null
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+ pitch_extract_conf: {}
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+ pitch_normalize: null
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+ pitch_normalize_conf: {}
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+ energy_extract: null
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+ energy_extract_conf: {}
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+ energy_normalize: null
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+ energy_normalize_conf: {}
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+ required:
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+ - output_dir
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+ - token_list
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+ version: '202301'
401
+ distributed: false