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ahnafsamin
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FastSpeech2-gronings-24mins

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+ config: conf/tuning/train_fastspeech2.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_train_fastspeech2_raw_char_tacotron
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+ ngpu: 1
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+ seed: 0
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+ num_workers: 1
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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: false
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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: true
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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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+ - - valid
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+ - loss
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+ - min
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+ - - train
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+ - loss
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+ - min
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+ keep_nbest_models: 5
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+ nbest_averaging_interval: 0
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+ grad_clip: 1.0
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+ grad_clip_type: 2.0
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+ grad_noise: false
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+ accum_grad: 8
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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: null
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+ use_matplotlib: true
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+ use_tensorboard: true
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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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+ ignore_init_mismatch: false
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+ freeze_param: []
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+ num_iters_per_epoch: 800
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+ batch_size: 20
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+ valid_batch_size: null
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+ batch_bins: 3000000
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+ valid_batch_bins: null
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+ train_shape_file:
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+ - exp/tts_train_raw_char_tacotron/decode_use_teacher_forcingtrue_train.loss.ave/stats/train/text_shape.char
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+ - exp/tts_train_raw_char_tacotron/decode_use_teacher_forcingtrue_train.loss.ave/stats/train/speech_shape
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+ valid_shape_file:
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+ - exp/tts_train_raw_char_tacotron/decode_use_teacher_forcingtrue_train.loss.ave/stats/valid/text_shape.char
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+ - exp/tts_train_raw_char_tacotron/decode_use_teacher_forcingtrue_train.loss.ave/stats/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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+ 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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+ train_data_path_and_name_and_type:
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+ - - dump/raw/tr_no_dev/text
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+ - text
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+ - text
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+ - - exp/tts_train_raw_char_tacotron/decode_use_teacher_forcingtrue_train.loss.ave/tr_no_dev/durations
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+ - durations
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+ - text_int
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+ - - dump/raw/tr_no_dev/wav.scp
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+ - speech
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+ - sound
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+ - - exp/tts_train_raw_char_tacotron/decode_use_teacher_forcingtrue_train.loss.ave/stats/train/collect_feats/pitch.scp
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+ - pitch
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+ - npy
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+ - - exp/tts_train_raw_char_tacotron/decode_use_teacher_forcingtrue_train.loss.ave/stats/train/collect_feats/energy.scp
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+ - energy
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+ - npy
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+ valid_data_path_and_name_and_type:
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+ - - dump/raw/dev/text
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+ - text
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+ - text
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+ - - exp/tts_train_raw_char_tacotron/decode_use_teacher_forcingtrue_train.loss.ave/dev/durations
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+ - durations
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+ - text_int
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+ - - dump/raw/dev/wav.scp
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+ - speech
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+ - sound
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+ - - exp/tts_train_raw_char_tacotron/decode_use_teacher_forcingtrue_train.loss.ave/stats/valid/collect_feats/pitch.scp
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+ - pitch
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+ - npy
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+ - - exp/tts_train_raw_char_tacotron/decode_use_teacher_forcingtrue_train.loss.ave/stats/valid/collect_feats/energy.scp
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+ - energy
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+ - npy
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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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+ optim: adam
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+ optim_conf:
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+ lr: 1.0
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+ scheduler: noamlr
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+ scheduler_conf:
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+ model_size: 384
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+ warmup_steps: 4000
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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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+ - R
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+ - I
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+ - D
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+ - S
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+ - L
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+ - K
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+ - G
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+ - M
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+ - U
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+ - H
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+ - V
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+ - W
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+ - .
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+ - Z
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+ - P
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+ - ','
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+ - B
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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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+ - X
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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: tacotron
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+ g2p: g2p_en
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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/tts_train_raw_char_tacotron/decode_use_teacher_forcingtrue_train.loss.ave/stats/train/feats_stats.npz
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+ tts: fastspeech2
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+ tts_conf:
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+ adim: 384
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+ aheads: 2
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+ elayers: 4
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+ eunits: 1536
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+ dlayers: 4
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+ dunits: 1536
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+ positionwise_layer_type: conv1d
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+ positionwise_conv_kernel_size: 3
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+ duration_predictor_layers: 2
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+ duration_predictor_chans: 256
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+ duration_predictor_kernel_size: 3
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+ postnet_layers: 5
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+ postnet_filts: 5
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+ postnet_chans: 256
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+ use_masking: true
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+ use_scaled_pos_enc: true
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+ encoder_normalize_before: true
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+ decoder_normalize_before: true
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+ reduction_factor: 1
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+ init_type: xavier_uniform
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+ init_enc_alpha: 1.0
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+ init_dec_alpha: 1.0
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+ transformer_enc_dropout_rate: 0.2
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+ transformer_enc_positional_dropout_rate: 0.2
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+ transformer_enc_attn_dropout_rate: 0.2
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+ transformer_dec_dropout_rate: 0.2
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+ transformer_dec_positional_dropout_rate: 0.2
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+ transformer_dec_attn_dropout_rate: 0.2
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+ pitch_predictor_layers: 5
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+ pitch_predictor_chans: 256
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+ pitch_predictor_kernel_size: 5
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+ pitch_predictor_dropout: 0.5
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+ pitch_embed_kernel_size: 1
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+ pitch_embed_dropout: 0.0
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+ stop_gradient_from_pitch_predictor: true
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+ energy_predictor_layers: 2
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+ energy_predictor_chans: 256
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+ energy_predictor_kernel_size: 3
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+ energy_predictor_dropout: 0.5
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+ energy_embed_kernel_size: 1
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+ energy_embed_dropout: 0.0
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+ stop_gradient_from_energy_predictor: false
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+ pitch_extract: dio
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+ pitch_extract_conf:
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+ fs: 22050
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+ n_fft: 1024
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+ hop_length: 256
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+ f0max: 400
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+ f0min: 80
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+ reduction_factor: 1
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+ pitch_normalize: global_mvn
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+ pitch_normalize_conf:
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+ stats_file: exp/tts_train_raw_char_tacotron/decode_use_teacher_forcingtrue_train.loss.ave/stats/train/pitch_stats.npz
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+ energy_extract: energy
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+ energy_extract_conf:
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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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+ reduction_factor: 1
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+ energy_normalize: global_mvn
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+ energy_normalize_conf:
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+ stats_file: exp/tts_train_raw_char_tacotron/decode_use_teacher_forcingtrue_train.loss.ave/stats/train/energy_stats.npz
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+ required:
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+ - output_dir
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+ - token_list
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+ version: 0.10.6
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+ distributed: false