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{ |
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"logger_uri": null, |
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"run_name": "VCTK_European_English_Males", |
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"project_name": "YourTTS", |
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"run_description": "\n - European Males based on VCTK dataset\n ", |
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"print_step": 50, |
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"plot_step": 100, |
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"model_param_stats": false, |
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"wandb_entity": null, |
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"dashboard_logger": "tensorboard", |
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"save_on_interrupt": true, |
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"log_model_step": 1000, |
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"save_step": 5000, |
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"save_n_checkpoints": 2, |
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"save_checkpoints": true, |
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"save_all_best": false, |
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"save_best_after": 10000, |
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"target_loss": "loss_1", |
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"print_eval": false, |
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"test_delay_epochs": 0, |
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"run_eval": true, |
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"run_eval_steps": null, |
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"distributed_backend": "nccl", |
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"distributed_url": "tcp://localhost:54321", |
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"mixed_precision": true, |
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"epochs": 1000, |
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"batch_size": 16, |
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"eval_batch_size": 16, |
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"grad_clip": [ |
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1000.0, |
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1000.0 |
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], |
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"scheduler_after_epoch": true, |
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"lr": 0.001, |
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"optimizer": "AdamW", |
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"optimizer_params": { |
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"betas": [ |
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0.8, |
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0.99 |
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], |
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"eps": 1e-09, |
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"weight_decay": 0.01 |
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}, |
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"lr_scheduler": null, |
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"lr_scheduler_params": {}, |
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"use_grad_scaler": false, |
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"cudnn_enable": true, |
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"cudnn_deterministic": false, |
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"cudnn_benchmark": false, |
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"training_seed": 54321, |
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"model": "vits", |
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"num_loader_workers": 8, |
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"num_eval_loader_workers": 0, |
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"use_noise_augment": false, |
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"audio": { |
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"fft_size": 1024, |
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"sample_rate": 16000, |
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"win_length": 1024, |
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"hop_length": 256, |
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"num_mels": 80, |
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"mel_fmin": 0, |
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"mel_fmax": null |
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}, |
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"use_phonemes": false, |
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"phonemizer": "espeak", |
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"phoneme_language": "en-us", |
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"compute_input_seq_cache": true, |
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"text_cleaner": "multilingual_cleaners", |
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"enable_eos_bos_chars": false, |
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"test_sentences_file": "", |
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"phoneme_cache_path": "projects/art/phoneme_cache", |
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"characters": { |
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"characters_class": "TTS.tts.models.vits.VitsCharacters", |
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"vocab_dict": null, |
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"pad": "_", |
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"eos": "&", |
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"bos": "*", |
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"blank": null, |
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"characters": "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz\u00af\u00b7\u00df\u00e0\u00e1\u00e2\u00e3\u00e4\u00e6\u00e7\u00e8\u00e9\u00ea\u00eb\u00ec\u00ed\u00ee\u00ef\u00f1\u00f2\u00f3\u00f4\u00f5\u00f6\u00f9\u00fa\u00fb\u00fc\u00ff\u0101\u0105\u0107\u0113\u0119\u011b\u012b\u0131\u0142\u0144\u014d\u0151\u0153\u015b\u016b\u0171\u017a\u017c\u01ce\u01d0\u01d2\u01d4\u0430\u0431\u0432\u0433\u0434\u0435\u0436\u0437\u0438\u0439\u043a\u043b\u043c\u043d\u043e\u043f\u0440\u0441\u0442\u0443\u0444\u0445\u0446\u0447\u0448\u0449\u044a\u044b\u044c\u044d\u044e\u044f\u0451\u0454\u0456\u0457\u0491\u2013!'(),-.:;? ", |
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"punctuations": "!'(),-.:;? ", |
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"phonemes": "iy\u0268\u0289\u026fu\u026a\u028f\u028ae\u00f8\u0258\u0259\u0275\u0264o\u025b\u0153\u025c\u025e\u028c\u0254\u00e6\u0250a\u0276\u0251\u0252\u1d7b\u0298\u0253\u01c0\u0257\u01c3\u0284\u01c2\u0260\u01c1\u029bpbtd\u0288\u0256c\u025fk\u0261q\u0262\u0294\u0274\u014b\u0272\u0273n\u0271m\u0299r\u0280\u2c71\u027e\u027d\u0278\u03b2fv\u03b8\u00f0sz\u0283\u0292\u0282\u0290\u00e7\u029dx\u0263\u03c7\u0281\u0127\u0295h\u0266\u026c\u026e\u028b\u0279\u027bj\u0270l\u026d\u028e\u029f\u02c8\u02cc\u02d0\u02d1\u028dw\u0265\u029c\u02a2\u02a1\u0255\u0291\u027a\u0267\u025a\u02de\u026b'\u0303' ", |
|
"is_unique": true, |
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"is_sorted": true |
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}, |
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"add_blank": true, |
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"batch_group_size": 48, |
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"loss_masking": null, |
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"min_audio_len": 1, |
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"max_audio_len": 160000, |
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"min_text_len": 1, |
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"max_text_len": Infinity, |
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"compute_f0": false, |
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"compute_energy": false, |
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"compute_linear_spec": true, |
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"precompute_num_workers": 12, |
|
"start_by_longest": true, |
|
"shuffle": false, |
|
"drop_last": false, |
|
"datasets": [ |
|
{ |
|
"formatter": "vctk", |
|
"language": "en" |
|
} |
|
], |
|
"test_sentences": [ |
|
[ |
|
"This is an example of a sentence to be synthesized.", |
|
"VCTK_p237", |
|
null, |
|
"en" |
|
], |
|
[ |
|
"This is an example of a sentence to be synthesized.", |
|
"VCTK_p241", |
|
null, |
|
"en" |
|
], |
|
[ |
|
"This is an example of a sentence to be synthesized.", |
|
"VCTK_p292", |
|
null, |
|
"en" |
|
], |
|
[ |
|
"This is an example of a sentence to be synthesized.", |
|
"VCTK_p304", |
|
null, |
|
"en" |
|
] |
|
], |
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"eval_split_max_size": 256, |
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"eval_split_size": 0.01, |
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"use_speaker_weighted_sampler": false, |
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"speaker_weighted_sampler_alpha": 1.0, |
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"use_language_weighted_sampler": false, |
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"language_weighted_sampler_alpha": 1.0, |
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"use_length_weighted_sampler": false, |
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"length_weighted_sampler_alpha": 1.0, |
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"model_args": { |
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"num_chars": 284, |
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"out_channels": 513, |
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"spec_segment_size": 32, |
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"hidden_channels": 192, |
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"hidden_channels_ffn_text_encoder": 768, |
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"num_heads_text_encoder": 2, |
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"num_layers_text_encoder": 10, |
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"kernel_size_text_encoder": 3, |
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"dropout_p_text_encoder": 0.1, |
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"dropout_p_duration_predictor": 0.5, |
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"kernel_size_posterior_encoder": 5, |
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"dilation_rate_posterior_encoder": 1, |
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"num_layers_posterior_encoder": 16, |
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"kernel_size_flow": 5, |
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"dilation_rate_flow": 1, |
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"num_layers_flow": 4, |
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"resblock_type_decoder": "2", |
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"resblock_kernel_sizes_decoder": [ |
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3, |
|
7, |
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11 |
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], |
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"resblock_dilation_sizes_decoder": [ |
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[ |
|
1, |
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3, |
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5 |
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], |
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[ |
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1, |
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3, |
|
5 |
|
], |
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[ |
|
1, |
|
3, |
|
5 |
|
] |
|
], |
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"upsample_rates_decoder": [ |
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8, |
|
8, |
|
2, |
|
2 |
|
], |
|
"upsample_initial_channel_decoder": 512, |
|
"upsample_kernel_sizes_decoder": [ |
|
16, |
|
16, |
|
4, |
|
4 |
|
], |
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"periods_multi_period_discriminator": [ |
|
2, |
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3, |
|
5, |
|
7, |
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11 |
|
], |
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"use_sdp": true, |
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"noise_scale": 1.0, |
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"inference_noise_scale": 0.667, |
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"length_scale": 1.0, |
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"noise_scale_dp": 1.0, |
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"inference_noise_scale_dp": 1.0, |
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"max_inference_len": null, |
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"init_discriminator": true, |
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"use_spectral_norm_disriminator": false, |
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"use_speaker_embedding": false, |
|
"num_speakers": 27, |
|
"speakers_file": "supplemental/speakers.pth", |
|
"d_vector_file": [ |
|
"supplemental/speakers-base.json", |
|
"supplemental/speakers-dataset.pth" |
|
], |
|
"speaker_embedding_channels": 256, |
|
"use_d_vector_file": true, |
|
"d_vector_dim": 512, |
|
"detach_dp_input": true, |
|
"use_language_embedding": true, |
|
"embedded_language_dim": 4, |
|
"num_languages": 3, |
|
"language_ids_file": "supplemental/language_ids.json", |
|
"use_speaker_encoder_as_loss": true, |
|
"speaker_encoder_config_path": "supplemental/config_se.json", |
|
"speaker_encoder_model_path": "supplemental/model_se.pth.tar", |
|
"condition_dp_on_speaker": true, |
|
"freeze_encoder": false, |
|
"freeze_DP": false, |
|
"freeze_PE": false, |
|
"freeze_flow_decoder": false, |
|
"freeze_waveform_decoder": false, |
|
"encoder_sample_rate": null, |
|
"interpolate_z": true, |
|
"reinit_DP": false, |
|
"reinit_text_encoder": false |
|
}, |
|
"lr_gen": 0.0002, |
|
"lr_disc": 0.0002, |
|
"lr_scheduler_gen": "ExponentialLR", |
|
"lr_scheduler_gen_params": { |
|
"gamma": 0.999875, |
|
"last_epoch": -1 |
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}, |
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"lr_scheduler_disc": "ExponentialLR", |
|
"lr_scheduler_disc_params": { |
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"gamma": 0.999875, |
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"last_epoch": -1 |
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}, |
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"kl_loss_alpha": 1.0, |
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"disc_loss_alpha": 1.0, |
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"gen_loss_alpha": 1.0, |
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"feat_loss_alpha": 1.0, |
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"mel_loss_alpha": 45.0, |
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"dur_loss_alpha": 1.0, |
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"speaker_encoder_loss_alpha": 9.0, |
|
"return_wav": true, |
|
"use_weighted_sampler": false, |
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"weighted_sampler_attrs": {}, |
|
"weighted_sampler_multipliers": {}, |
|
"r": 1, |
|
"num_speakers": 27, |
|
"use_speaker_embedding": false, |
|
"speakers_file": "supplemental/speakers.pth", |
|
"speaker_embedding_channels": 256, |
|
"language_ids_file": "supplemental/language_ids.json", |
|
"use_language_embedding": true, |
|
"use_d_vector_file": true, |
|
"d_vector_file": [ |
|
"supplemental/speakers-base.json", |
|
"supplemental/speakers-dataset.pth" |
|
], |
|
"d_vector_dim": 512 |
|
} |