|
{ |
|
"output_path": "/home/kk/storage", |
|
"logger_uri": null, |
|
"run_name": "YourTTS-finetuned-from-yourtts-base-male-finetuned-female_only", |
|
"project_name": "YourTTS", |
|
"run_description": "\n - Original YourTTS trained using VCTK dataset\n ", |
|
"print_step": 50, |
|
"plot_step": 100, |
|
"model_param_stats": false, |
|
"wandb_entity": "kleber", |
|
"dashboard_logger": "wandb", |
|
"save_on_interrupt": true, |
|
"log_model_step": 1000, |
|
"save_step": 5000, |
|
"save_n_checkpoints": 2, |
|
"save_checkpoints": true, |
|
"save_all_best": false, |
|
"save_best_after": 0, |
|
"target_loss": "loss_1", |
|
"print_eval": false, |
|
"test_delay_epochs": 0, |
|
"run_eval": true, |
|
"run_eval_steps": null, |
|
"distributed_backend": "nccl", |
|
"distributed_url": "tcp://localhost:54321", |
|
"mixed_precision": false, |
|
"precision": "fp16", |
|
"epochs": 1000, |
|
"batch_size": 12, |
|
"eval_batch_size": 12, |
|
"grad_clip": [ |
|
1000, |
|
1000 |
|
], |
|
"scheduler_after_epoch": true, |
|
"lr": 0.001, |
|
"optimizer": "AdamW", |
|
"optimizer_params": { |
|
"betas": [ |
|
0.8, |
|
0.99 |
|
], |
|
"eps": 1e-09, |
|
"weight_decay": 0.01 |
|
}, |
|
"lr_scheduler": null, |
|
"lr_scheduler_params": {}, |
|
"use_grad_scaler": false, |
|
"allow_tf32": false, |
|
"cudnn_enable": true, |
|
"cudnn_deterministic": false, |
|
"cudnn_benchmark": false, |
|
"training_seed": 54321, |
|
"model": "vits", |
|
"num_loader_workers": 8, |
|
"num_eval_loader_workers": 0, |
|
"use_noise_augment": false, |
|
"audio": { |
|
"fft_size": 1024, |
|
"sample_rate": 16000, |
|
"win_length": 1024, |
|
"hop_length": 256, |
|
"num_mels": 80, |
|
"mel_fmin": 0.0, |
|
"mel_fmax": null |
|
}, |
|
"use_phonemes": false, |
|
"phonemizer": "espeak", |
|
"phoneme_language": "en", |
|
"compute_input_seq_cache": true, |
|
"text_cleaner": "multilingual_cleaners", |
|
"enable_eos_bos_chars": false, |
|
"test_sentences_file": "", |
|
"phoneme_cache_path": null, |
|
"characters": { |
|
"characters_class": "TTS.tts.models.vits.VitsCharacters", |
|
"vocab_dict": null, |
|
"pad": "_", |
|
"eos": "&", |
|
"bos": "*", |
|
"blank": null, |
|
"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!'(),-.:;? ", |
|
"punctuations": "!'(),-.:;? ", |
|
"phonemes": "", |
|
"is_unique": true, |
|
"is_sorted": true |
|
}, |
|
"add_blank": true, |
|
"batch_group_size": 48, |
|
"loss_masking": null, |
|
"min_audio_len": 1, |
|
"max_audio_len": 640000, |
|
"min_text_len": 1, |
|
"max_text_len": Infinity, |
|
"compute_f0": false, |
|
"compute_energy": false, |
|
"compute_linear_spec": true, |
|
"precompute_num_workers": 12, |
|
"start_by_longest": true, |
|
"shuffle": false, |
|
"drop_last": false, |
|
"datasets": [ |
|
{ |
|
"formatter": "du", |
|
"dataset_name": "du", |
|
"path": "/home/kk/kinya_dataset", |
|
"meta_file_train": "actress_train_manifest.tsv", |
|
"ignored_speakers": null, |
|
"language": "rw", |
|
"phonemizer": "", |
|
"meta_file_val": "actress_val_manifest.tsv", |
|
"meta_file_attn_mask": "" |
|
} |
|
], |
|
"test_sentences": [ |
|
[ |
|
"Umunyamwuga w'ubuzima ashobora gufasha muribi:", |
|
"Actress", |
|
null, |
|
"rw" |
|
], |
|
[ |
|
"Ambasaderi yavuze ko AGUKA izagirwamo uruhare n'ibigo bikora imirimo itandukanye.", |
|
"Actress", |
|
null, |
|
"rw" |
|
], |
|
[ |
|
"Kuri iyi nshuro biratandukanye uraza ukayisaba ugahita uyitahana.", |
|
"Actress", |
|
null, |
|
"rw" |
|
], |
|
[ |
|
"Avuga ko muri ubu bukwe nta nzoga zigeze zihabwa abari babufitemo inshingano cyane cyane abambariye umugeni.", |
|
"Actress", |
|
null, |
|
"rw" |
|
], |
|
[ |
|
"Twe rero ikintu turi gukora cyane ni ukubyirinda.", |
|
"Actress", |
|
null, |
|
"rw" |
|
] |
|
], |
|
"eval_split_max_size": 256, |
|
"eval_split_size": 0.01, |
|
"use_speaker_weighted_sampler": false, |
|
"speaker_weighted_sampler_alpha": 1.0, |
|
"use_language_weighted_sampler": false, |
|
"language_weighted_sampler_alpha": 1.0, |
|
"use_length_weighted_sampler": false, |
|
"length_weighted_sampler_alpha": 1.0, |
|
"model_args": { |
|
"num_chars": 165, |
|
"out_channels": 513, |
|
"spec_segment_size": 32, |
|
"hidden_channels": 192, |
|
"hidden_channels_ffn_text_encoder": 768, |
|
"num_heads_text_encoder": 2, |
|
"num_layers_text_encoder": 10, |
|
"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": "2", |
|
"resblock_kernel_sizes_decoder": [ |
|
3, |
|
7, |
|
11 |
|
], |
|
"resblock_dilation_sizes_decoder": [ |
|
[ |
|
1, |
|
3, |
|
5 |
|
], |
|
[ |
|
1, |
|
3, |
|
5 |
|
], |
|
[ |
|
1, |
|
3, |
|
5 |
|
] |
|
], |
|
"upsample_rates_decoder": [ |
|
8, |
|
8, |
|
2, |
|
2 |
|
], |
|
"upsample_initial_channel_decoder": 512, |
|
"upsample_kernel_sizes_decoder": [ |
|
16, |
|
16, |
|
4, |
|
4 |
|
], |
|
"periods_multi_period_discriminator": [ |
|
2, |
|
3, |
|
5, |
|
7, |
|
11 |
|
], |
|
"use_sdp": true, |
|
"noise_scale": 1.0, |
|
"inference_noise_scale": 0.667, |
|
"length_scale": 1, |
|
"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": "/home/kk/storage/YourTTS-finetuned-from-yourtts-base-male-finetuned-female_only-July-13-2024_05+59PM-dbf1a08a/speakers.pth", |
|
"d_vector_file": [ |
|
"/home/kk/kinya_dataset/speakers.pth" |
|
], |
|
"speaker_embedding_channels": 256, |
|
"use_d_vector_file": true, |
|
"d_vector_dim": 512, |
|
"detach_dp_input": true, |
|
"use_language_embedding": false, |
|
"embedded_language_dim": 4, |
|
"num_languages": 0, |
|
"language_ids_file": null, |
|
"use_speaker_encoder_as_loss": false, |
|
"speaker_encoder_config_path": "https://github.com/coqui-ai/TTS/releases/download/speaker_encoder_model/config_se.json", |
|
"speaker_encoder_model_path": "https://github.com/coqui-ai/TTS/releases/download/speaker_encoder_model/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 |
|
}, |
|
"lr_scheduler_disc": "ExponentialLR", |
|
"lr_scheduler_disc_params": { |
|
"gamma": 0.999875, |
|
"last_epoch": -1 |
|
}, |
|
"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, |
|
"speaker_encoder_loss_alpha": 9.0, |
|
"return_wav": true, |
|
"use_weighted_sampler": true, |
|
"weighted_sampler_attrs": { |
|
"speaker_name": 1.0 |
|
}, |
|
"weighted_sampler_multipliers": {}, |
|
"r": 1, |
|
"num_speakers": 0, |
|
"use_speaker_embedding": false, |
|
"speakers_file": "/home/kk/storage/YourTTS-finetuned-from-yourtts-base-male-finetuned-female_only-July-13-2024_05+59PM-dbf1a08a/speakers.pth", |
|
"speaker_embedding_channels": 256, |
|
"language_ids_file": null, |
|
"use_language_embedding": false, |
|
"use_d_vector_file": true, |
|
"d_vector_file": [ |
|
"/home/kk/kinya_dataset/speakers.pth" |
|
], |
|
"d_vector_dim": 512 |
|
} |