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config: conf/train_vits.yaml |
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print_config: false |
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log_level: INFO |
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drop_last_iter: false |
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dry_run: false |
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iterator_type: sequence |
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valid_iterator_type: null |
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output_dir: exp-vits-lr-3e-4/tts_vits |
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ngpu: 1 |
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seed: 67823 |
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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: 2 |
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dist_rank: 0 |
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local_rank: 0 |
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dist_master_addr: localhost |
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dist_master_port: 53471 |
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dist_launcher: null |
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multiprocessing_distributed: true |
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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: 1000 |
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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: true |
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wandb_project: GROTTS |
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wandb_id: null |
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wandb_entity: null |
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wandb_name: VITS_lr_3.0e-4 |
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wandb_model_log_interval: -1 |
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detect_anomaly: false |
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use_lora: false |
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save_lora_only: true |
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lora_conf: {} |
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pretrain_path: null |
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init_param: |
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- 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 |
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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: 40 |
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valid_batch_size: null |
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batch_bins: 10000000 |
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valid_batch_bins: null |
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train_shape_file: |
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- exp-vits-lr-3e-4/tts_stats_raw_char/train/text_shape.char |
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- exp-vits-lr-3e-4/tts_stats_raw_char/train/speech_shape |
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valid_shape_file: |
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- exp-vits-lr-3e-4/tts_stats_raw_char/valid/text_shape.char |
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- exp-vits-lr-3e-4/tts_stats_raw_char/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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- 204800 |
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sort_in_batch: descending |
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shuffle_within_batch: false |
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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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chunk_default_fs: null |
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train_data_path_and_name_and_type: |
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- - dump/raw/train_nodev/text |
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- text |
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- text |
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- - dump/raw/train_nodev/wav.scp |
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- speech |
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- sound |
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- - dump/raw/train_nodev/utt2sid |
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- sids |
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- text_int |
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valid_data_path_and_name_and_type: |
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- - dump/raw/train_dev/text |
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- text |
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- text |
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- - dump/raw/train_dev/wav.scp |
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- speech |
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- sound |
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- - dump/raw/train_dev/utt2sid |
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- sids |
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- text_int |
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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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allow_multi_rates: false |
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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: 0.0003 |
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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: 0.0003 |
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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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- <space> |
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- e |
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- n |
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- a |
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- o |
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- t |
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- i |
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- r |
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- d |
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- s |
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- k |
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- l |
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- m |
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- u |
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- g |
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- h |
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- w |
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- v |
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- . |
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- z |
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- b |
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- p |
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- ',' |
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- j |
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- c |
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- f |
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- ‘ |
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- ’ |
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- ':' |
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- '?' |
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- ö |
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- '''' |
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- '!' |
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- '-' |
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- ; |
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- ò |
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- è |
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- ì |
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- é |
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- y |
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- ë |
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- x |
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- q |
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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: char |
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bpemodel: null |
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non_linguistic_symbols: null |
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cleaner: null |
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g2p: null |
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feats_extract: fbank |
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feats_extract_conf: |
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n_fft: 1024 |
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hop_length: 256 |
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win_length: null |
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fs: 22050 |
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fmin: 80 |
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fmax: 7600 |
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n_mels: 80 |
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normalize: global_mvn |
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normalize_conf: |
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stats_file: exp-vits-lr-3e-4/tts_stats_raw_char/train/feats_stats.npz |
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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: 4 |
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global_channels: 256 |
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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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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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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: 46 |
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aux_channels: 80 |
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discriminator_type: hifigan_multi_scale_multi_period_discriminator |
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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: false |
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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 |
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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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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: 22050 |
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n_fft: 1024 |
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hop_length: 256 |
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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: 22050 |
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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: '202310' |
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distributed: true |
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