| { | |
| "model": "vits", | |
| "run_name": "vits_ljspeech", | |
| "run_description": "", | |
| "epochs": 1000, | |
| "batch_size": 18, | |
| "eval_batch_size": 16, | |
| "mixed_precision": true, | |
| "scheduler_after_epoch": true, | |
| "run_eval": true, | |
| "test_delay_epochs": -1, | |
| "print_eval": true, | |
| "dashboard_logger": "tensorboard", | |
| "print_step": 25, | |
| "plot_step": 100, | |
| "model_param_stats": false, | |
| "project_name": null, | |
| "log_model_step": null, | |
| "wandb_entity": null, | |
| "save_step": 10000, | |
| "checkpoint": true, | |
| "keep_all_best": false, | |
| "keep_after": 10000, | |
| "num_loader_workers": 12, | |
| "num_eval_loader_workers": 12, | |
| "use_noise_augment": false, | |
| "output_path": "./ukrainian-vits", | |
| "distributed_backend": "nccl", | |
| "distributed_url": "tcp://localhost:54321", | |
| "audio": { | |
| "fft_size": 1024, | |
| "win_length": 1024, | |
| "hop_length": 256, | |
| "frame_shift_ms": null, | |
| "frame_length_ms": null, | |
| "stft_pad_mode": "reflect", | |
| "sample_rate": 16000, | |
| "resample": false, | |
| "preemphasis": 0.0, | |
| "ref_level_db": 20, | |
| "do_sound_norm": false, | |
| "log_func": "np.log", | |
| "do_trim_silence": true, | |
| "trim_db": 45, | |
| "power": 1.3, | |
| "griffin_lim_iters": 60, | |
| "num_mels": 80, | |
| "mel_fmin": 0.0, | |
| "mel_fmax": null, | |
| "spec_gain": 1, | |
| "do_amp_to_db_linear": false, | |
| "do_amp_to_db_mel": true, | |
| "signal_norm": false, | |
| "min_level_db": -100, | |
| "symmetric_norm": true, | |
| "max_norm": 4.0, | |
| "clip_norm": true, | |
| "stats_path": null | |
| }, | |
| "use_phonemes": false, | |
| "use_espeak_phonemes": true, | |
| "phoneme_language": null, | |
| "compute_input_seq_cache": true, | |
| "text_cleaner": "basic_cleaners", | |
| "enable_eos_bos_chars": false, | |
| "test_sentences_file": "", | |
| "phoneme_cache_path": "./ukrainian/phoneme_cache", | |
| "characters": { | |
| "characters_class": "TTS.tts.models.vits.VitsCharacters", | |
| "pad": "_", | |
| "eos": "~", | |
| "bos": "^", | |
| "characters": "!',-.:;?\u0410\u0411\u0412\u0413\u0490\u0414\u0415\u0404\u0416\u0417\u0418\u0406\u0407\u0419\u041a\u041b\u041c\u041d\u041e\u041f\u0420\u0421\u0422\u0423\u0424\u0425\u0426\u0427\u0428\u0429\u042c\u042e\u042f\u0430\u0431\u0432\u0433\u0491\u0434\u0435\u0454\u0436\u0437\u0438\u0456\u0457\u0439\u043a\u043b\u043c\u043d\u043e\u043f\u0440\u0441\u0442\u0443\u0444\u0445\u0446\u0447\u0448\u0449\u044c\u044e\u044f ", | |
| "punctuations": "!',-.:;? ", | |
| "phonemes": null, | |
| "unique": true | |
| }, | |
| "batch_group_size": 5, | |
| "loss_masking": null, | |
| "sort_by_audio_len": true, | |
| "min_seq_len": 0, | |
| "max_seq_len": 500000, | |
| "compute_f0": false, | |
| "compute_linear_spec": true, | |
| "add_blank": true, | |
| "datasets": [ | |
| { | |
| "name": "ljspeech", | |
| "path": "./Data/uk_UK/by_book/female/sumska/kaydasheva", | |
| "meta_file_train": "metadata.csv", | |
| "ununsed_speakers": null, | |
| "meta_file_val": "", | |
| "meta_file_attn_mask": "" | |
| }, | |
| { | |
| "name": "ljspeech", | |
| "path": "./Data/uk_UK/by_book/female/sumska/mykola_djerya", | |
| "meta_file_train": "metadata.csv", | |
| "ununsed_speakers": null, | |
| "meta_file_val": "", | |
| "meta_file_attn_mask": "" | |
| } | |
| ], | |
| "optimizer": "AdamW", | |
| "optimizer_params": { | |
| "betas": [ | |
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| 0.99 | |
| ], | |
| "eps": 1e-09, | |
| "weight_decay": 0.01 | |
| }, | |
| "lr_scheduler": "", | |
| "lr_scheduler_params": {}, | |
| "test_sentences": [ | |
| "\u0413\u043e\u0432\u043e\u0440\u0438 \u043d\u0456\u0431\u0438 \u0442\u0438 \u0436\u0438\u0432\u0438\u0439!", | |
| "\u041f\u043e\u043b \u043f\u0435\u0440\u0435\u0442\u043d\u0443\u0432 \u043f\u0443\u0441\u0442\u0435\u043b\u044e", | |
| "\u041f\u0440\u0438\u0432\u0456\u0442, \u0441\u0432\u0456\u0442\u0435!" | |
| ], | |
| "model_args": { | |
| "num_chars": 86, | |
| "out_channels": 513, | |
| "spec_segment_size": 24, | |
| "hidden_channels": 192, | |
| "hidden_channels_ffn_text_encoder": 768, | |
| "num_heads_text_encoder": 2, | |
| "num_layers_text_encoder": 6, | |
| "kernel_size_text_encoder": 3, | |
| "dropout_p_text_encoder": 0.1, | |
| "dropout_p_duration_predictor": 0.5, | |
| "kernel_size_posterior_encoder": 5, | |
| "dilation_rate_posterior_encoder": 1, | |
| "num_layers_posterior_encoder": 16, | |
| "kernel_size_flow": 5, | |
| "dilation_rate_flow": 1, | |
| "num_layers_flow": 4, | |
| "resblock_type_decoder": "1", | |
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| 7, | |
| 11 | |
| ], | |
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| "upsample_rates_decoder": [ | |
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| "upsample_initial_channel_decoder": 512, | |
| "upsample_kernel_sizes_decoder": [ | |
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| "use_sdp": true, | |
| "noise_scale": 1.0, | |
| "inference_noise_scale": 0.667, | |
| "length_scale": 1.0, | |
| "noise_scale_dp": 1.0, | |
| "inference_noise_scale_dp": 1.0, | |
| "max_inference_len": null, | |
| "init_discriminator": true, | |
| "use_spectral_norm_disriminator": false, | |
| "use_speaker_embedding": false, | |
| "num_speakers": 0, | |
| "speakers_file": null, | |
| "speaker_embedding_channels": 256, | |
| "use_d_vector_file": false, | |
| "d_vector_file": null, | |
| "d_vector_dim": 0, | |
| "detach_dp_input": true | |
| }, | |
| "grad_clip": [ | |
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| 1000.0 | |
| ], | |
| "lr_gen": 0.0002, | |
| "lr_disc": 0.0002, | |
| "lr_scheduler_gen": "ExponentialLR", | |
| "lr_scheduler_gen_params": { | |
| "gamma": 0.999875, | |
| "last_epoch": -1 | |
| }, | |
| "lr_scheduler_disc": "ExponentialLR", | |
| "lr_scheduler_disc_params": { | |
| "gamma": 0.999875, | |
| "last_epoch": -1 | |
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| "kl_loss_alpha": 1.0, | |
| "disc_loss_alpha": 1.0, | |
| "gen_loss_alpha": 1.0, | |
| "feat_loss_alpha": 1.0, | |
| "mel_loss_alpha": 45.0, | |
| "dur_loss_alpha": 1.0, | |
| "return_wav": true, | |
| "r": 1, | |
| "num_speakers": 0, | |
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| "speakers_file": null, | |
| "speaker_embedding_channels": 256, | |
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| "d_vector_file": null, | |
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| } |