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{ | |
"model": "glow_tts", | |
"run_name": "coqui_tts", | |
"run_description": "", | |
"epochs": 1000, | |
"batch_size": 32, | |
"eval_batch_size": 16, | |
"mixed_precision": true, | |
"scheduler_after_epoch": false, | |
"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": 1, | |
"num_eval_loader_workers": 1, | |
"use_noise_augment": false, | |
"output_path": "./ukrainian", | |
"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.log10", | |
"do_trim_silence": true, | |
"trim_db": 45, | |
"power": 1.5, | |
"griffin_lim_iters": 60, | |
"num_mels": 80, | |
"mel_fmin": 0.0, | |
"mel_fmax": null, | |
"spec_gain": 20, | |
"do_amp_to_db_linear": true, | |
"do_amp_to_db_mel": true, | |
"signal_norm": true, | |
"min_level_db": -100, | |
"symmetric_norm": true, | |
"max_norm": 4.0, | |
"clip_norm": true, | |
"stats_path": null | |
}, | |
"use_phonemes": false, | |
"use_espeak_phonemes": false, | |
"phoneme_language": null, | |
"compute_input_seq_cache": false, | |
"text_cleaner": "basic_cleaners", | |
"enable_eos_bos_chars": false, | |
"test_sentences_file": "", | |
"phoneme_cache_path": "./phoneme_cache", | |
"characters": { | |
"pad": "_", | |
"eos": "~", | |
"bos": "^", | |
"characters": "!',-.:;?ABIMXaceinoprxy\u0404\u0406\u0407\u0410\u0411\u0412\u0413\u0414\u0415\u0416\u0417\u0418\u0419\u041a\u041b\u041c\u041d\u041e\u041f\u0420\u0421\u0422\u0423\u0424\u0425\u0426\u0427\u0428\u0429\u042c\u042f\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\u044c\u044e\u044f\u0454\u0456\u0457\u0490\u0491 ", | |
"punctuations": "!',-.:;? ", | |
"phonemes": null, | |
"unique": true | |
}, | |
"batch_group_size": 0, | |
"loss_masking": null, | |
"sort_by_audio_len": false, | |
"min_seq_len": 3, | |
"max_seq_len": 500, | |
"compute_f0": false, | |
"compute_linear_spec": false, | |
"add_blank": false, | |
"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": "RAdam", | |
"optimizer_params": { | |
"betas": [ | |
0.9, | |
0.998 | |
], | |
"weight_decay": 1e-06 | |
}, | |
"lr_scheduler": "NoamLR", | |
"lr_scheduler_params": { | |
"warmup_steps": 4000 | |
}, | |
"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!" | |
], | |
"use_speaker_embedding": false, | |
"use_d_vector_file": false, | |
"d_vector_dim": 0, | |
"num_chars": null, | |
"encoder_type": "rel_pos_transformer", | |
"encoder_params": { | |
"kernel_size": 3, | |
"dropout_p": 0.1, | |
"num_layers": 6, | |
"num_heads": 2, | |
"hidden_channels_ffn": 768, | |
"input_length": null | |
}, | |
"use_encoder_prenet": true, | |
"hidden_channels_enc": 192, | |
"hidden_channels_dec": 192, | |
"hidden_channels_dp": 256, | |
"dropout_p_dp": 0.1, | |
"dropout_p_dec": 0.05, | |
"mean_only": true, | |
"out_channels": 80, | |
"num_flow_blocks_dec": 12, | |
"inference_noise_scale": 0.0, | |
"kernel_size_dec": 5, | |
"dilation_rate": 1, | |
"num_block_layers": 4, | |
"num_speakers": 0, | |
"c_in_channels": 0, | |
"num_splits": 4, | |
"num_squeeze": 2, | |
"sigmoid_scale": false, | |
"data_dep_init_steps": 10, | |
"style_wav_for_test": null, | |
"length_scale": 1.0, | |
"d_vector_file": false, | |
"grad_clip": 5.0, | |
"lr": 0.001, | |
"r": 1 | |
} |