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config: conf/train.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_raw_byte |
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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: 1 |
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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: 200 |
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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: 3 |
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nbest_averaging_interval: 0 |
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grad_clip: 2.0 |
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grad_clip_type: 2.0 |
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grad_noise: false |
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accum_grad: 4 |
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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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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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- ../tts_pretrain_byte_residual/exp/tts_train_byte/2epoch.pth:tts_pretrain.encoder:tts.encoder |
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- ../tts_pretrain_byte_residual/exp/tts_train_byte/2epoch.pth:tts_pretrain.lid_emb:tts.lid_emb |
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ignore_init_mismatch: false |
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freeze_param: |
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- tts.encoder.adapter |
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- tts.encoder.embed |
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- tts.lid_emb |
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num_iters_per_epoch: null |
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batch_size: 20 |
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valid_batch_size: null |
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batch_bins: 400000 |
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valid_batch_bins: null |
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train_shape_file: |
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- exp/tts_stats_raw_byte/train/text_shape.byte |
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- exp/tts_stats_raw_byte/train/speech_shape |
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valid_shape_file: |
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- exp/tts_stats_raw_byte/valid/text_shape.byte |
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- exp/tts_stats_raw_byte/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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- - /local/11399690.1.gpu/dump/raw/train/text |
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- text |
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- text |
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- - /local/11399690.1.gpu/dump/raw/train/wav.scp |
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- speech |
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- sound |
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- - /local/11399690.1.gpu/dump/xvector/train/xvector.scp |
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- spembs |
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- kaldi_ark |
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- - /local/11399690.1.gpu/dump/raw/train/utt2lid |
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- lids |
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- text_int |
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valid_data_path_and_name_and_type: |
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- - /local/11399690.1.gpu/dump/raw/dev/text |
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- text |
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- text |
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- - /local/11399690.1.gpu/dump/raw/dev/wav.scp |
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- speech |
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- sound |
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- - /local/11399690.1.gpu/dump/xvector/dev/xvector.scp |
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- spembs |
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- kaldi_ark |
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- - /local/11399690.1.gpu/dump/raw/dev/utt2lid |
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- lids |
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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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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: 512 |
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warmup_steps: 50000 |
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token_list: |
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- <blank> |
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- <unk> |
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- '32' |
|
- '101' |
|
- '97' |
|
- '105' |
|
- '110' |
|
- '116' |
|
- '111' |
|
- '115' |
|
- '114' |
|
- '108' |
|
- '100' |
|
- '117' |
|
- '109' |
|
- '99' |
|
- '195' |
|
- '112' |
|
- '104' |
|
- '118' |
|
- '107' |
|
- '103' |
|
- '98' |
|
- '122' |
|
- '102' |
|
- '106' |
|
- '121' |
|
- '119' |
|
- '164' |
|
- '169' |
|
- '197' |
|
- '196' |
|
- '161' |
|
- '113' |
|
- '179' |
|
- '173' |
|
- '188' |
|
- '182' |
|
- '190' |
|
- '208' |
|
- '120' |
|
- '141' |
|
- '153' |
|
- '160' |
|
- '155' |
|
- '189' |
|
- '131' |
|
- '186' |
|
- '168' |
|
- '133' |
|
- '209' |
|
- '130' |
|
- '181' |
|
- '159' |
|
- '151' |
|
- '175' |
|
- '177' |
|
- '145' |
|
- '171' |
|
- '174' |
|
- '165' |
|
- '135' |
|
- '200' |
|
- '180' |
|
- '170' |
|
- '178' |
|
- '176' |
|
- '163' |
|
- '184' |
|
- '185' |
|
- '187' |
|
- '129' |
|
- '132' |
|
- '128' |
|
- '136' |
|
- '143' |
|
- '162' |
|
- '191' |
|
- '150' |
|
- '206' |
|
- '183' |
|
- '140' |
|
- '172' |
|
- '167' |
|
- '207' |
|
- '139' |
|
- '142' |
|
- '147' |
|
- '134' |
|
- '137' |
|
- '148' |
|
- '194' |
|
- '149' |
|
- '166' |
|
- '49' |
|
- '50' |
|
- '48' |
|
- '51' |
|
- '138' |
|
- '56' |
|
- '53' |
|
- '55' |
|
- '52' |
|
- '54' |
|
- '57' |
|
- '199' |
|
- '226' |
|
- '210' |
|
- '144' |
|
- '203' |
|
- '225' |
|
- '202' |
|
- '232' |
|
- '201' |
|
- '157' |
|
- '231' |
|
- '156' |
|
- '220' |
|
- <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: byte |
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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: byte |
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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: 16000 |
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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_stats_raw_byte/train/feats_stats.npz |
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tts: transformer |
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tts_conf: |
|
embed_dim: 0 |
|
eprenet_conv_layers: 0 |
|
eprenet_conv_filts: 0 |
|
eprenet_conv_chans: 0 |
|
dprenet_layers: 2 |
|
dprenet_units: 256 |
|
adim: 512 |
|
aheads: 8 |
|
elayers: 6 |
|
eunits: 1024 |
|
dlayers: 6 |
|
dunits: 1024 |
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positionwise_layer_type: conv1d |
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positionwise_conv_kernel_size: 1 |
|
postnet_layers: 5 |
|
postnet_filts: 5 |
|
postnet_chans: 256 |
|
spk_embed_dim: 192 |
|
spk_embed_integration_type: add |
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use_gst: true |
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gst_heads: 4 |
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gst_tokens: 16 |
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use_masking: true |
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bce_pos_weight: 5.0 |
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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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eprenet_dropout_rate: 0.0 |
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dprenet_dropout_rate: 0.5 |
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postnet_dropout_rate: 0.5 |
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transformer_enc_dropout_rate: 0.1 |
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transformer_enc_positional_dropout_rate: 0.1 |
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transformer_enc_attn_dropout_rate: 0.1 |
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transformer_dec_dropout_rate: 0.1 |
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transformer_dec_positional_dropout_rate: 0.1 |
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transformer_dec_attn_dropout_rate: 0.1 |
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transformer_enc_dec_attn_dropout_rate: 0.1 |
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use_guided_attn_loss: true |
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num_heads_applied_guided_attn: 2 |
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num_layers_applied_guided_attn: 2 |
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modules_applied_guided_attn: |
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- encoder-decoder |
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guided_attn_loss_sigma: 0.4 |
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guided_attn_loss_lambda: 10.0 |
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langs: 21 |
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lang_family_encoding: false |
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num_lang_family: 7 |
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use_adapter: true |
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adapter_type: residual |
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use_encoder_w_lid: true |
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pitch_extract: null |
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pitch_extract_conf: {} |
|
pitch_normalize: null |
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pitch_normalize_conf: {} |
|
energy_extract: null |
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energy_extract_conf: {} |
|
energy_normalize: null |
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energy_normalize_conf: {} |
|
required: |
|
- output_dir |
|
- token_list |
|
version: '202209' |
|
distributed: false |
|
|