yourtts-ckpt / config.json
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{
"output_path": "./checkpoints/yourtts_multilingual/",
"logger_uri": null,
"run_name": "yourtts-du_en_fr_ge_it_pl_ptbr_sp",
"project_name": null,
"run_description": "",
"print_step": 25,
"plot_step": 100,
"model_param_stats": false,
"wandb_entity": null,
"dashboard_logger": "tensorboard",
"log_model_step": 10000,
"save_step": 10000,
"save_n_checkpoints": 5,
"save_checkpoints": true,
"save_all_best": false,
"save_best_after": 10000,
"target_loss": null,
"print_eval": true,
"test_delay_epochs": -1,
"run_eval": true,
"distributed_backend": "nccl",
"distributed_url": "tcp://localhost:54321",
"mixed_precision": false,
"epochs": 1000,
"batch_size": 60,
"eval_batch_size": 60,
"grad_clip": [
5.0,
5.0
],
"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": "",
"lr_scheduler_params": null,
"use_grad_scaler": false,
"cudnn_enable": true,
"cudnn_deterministic": false,
"cudnn_benchmark": false,
"training_seed": 54321,
"model": "vits",
"num_loader_workers": 4,
"num_eval_loader_workers": 4,
"use_noise_augment": false,
"audio": {
"fft_size": 1024,
"win_length": 1024,
"hop_length": 256,
"frame_shift_ms": null,
"frame_length_ms": null,
"stft_pad_mode": "reflect",
"sample_rate": 24000,
"resample": false,
"preemphasis": 0.0,
"ref_level_db": 20,
"do_sound_norm": false,
"log_func": "np.log",
"do_trim_silence": true,
"trim_db": 45,
"do_rms_norm": false,
"db_level": null,
"power": 1.5,
"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,
"pitch_fmax": 640.0,
"pitch_fmin": 0.0,
"signal_norm": false,
"min_level_db": -100,
"symmetric_norm": true,
"max_norm": 4.0,
"clip_norm": true,
"stats_path": null
},
"use_phonemes": false,
"phonemizer": null,
"phoneme_language": "pt-br",
"compute_input_seq_cache": false,
"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\u00a1\u00a3\u00b7\u00b8\u00c0\u00c1\u00c2\u00c3\u00c4\u00c5\u00c7\u00c8\u00c9\u00ca\u00cb\u00cc\u00cd\u00ce\u00cf\u00d1\u00d2\u00d3\u00d4\u00d5\u00d6\u00d9\u00da\u00db\u00dc\u00df\u00e0\u00e1\u00e2\u00e3\u00e4\u00e5\u00e7\u00e8\u00e9\u00ea\u00eb\u00ec\u00ed\u00ee\u00ef\u00f1\u00f2\u00f3\u00f4\u00f5\u00f6\u00f9\u00fa\u00fb\u00fc\u0101\u0104\u0105\u0106\u0107\u010b\u0119\u0141\u0142\u0143\u0144\u0152\u0153\u015a\u015b\u0161\u0178\u0179\u017a\u017b\u017c\u020e\u04e7\u05c2\u1b20",
"punctuations": "\u2014!'(),-.:;?\u00bf ",
"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,
"is_sorted": true
},
"add_blank": true,
"batch_group_size": 0,
"loss_masking": null,
"sort_by_audio_len": false,
"min_audio_len": 1,
"max_audio_len": Infinity,
"min_text_len": 1,
"max_text_len": Infinity,
"compute_f0": false,
"compute_linear_spec": true,
"precompute_num_workers": 0,
"start_by_longest": false,
"datasets": [
{
"name": "libri_tts",
"path": "./datasets/LibriTTS-100-360/LibriTTS-360/train-clean-360/",
"meta_file_train": "",
"ignored_speakers": null,
"language": "en",
"meta_file_val": "",
"meta_file_attn_mask": ""
},
{
"name": "brspeech",
"path": "./datasets/cml_tts_dataset_polish_v0.1/",
"meta_file_train": "train.csv",
"ignored_speakers": null,
"language": "pl",
"meta_file_val": null,
"meta_file_attn_mask": null
},
{
"name": "brspeech",
"path": "./datasets/cml_tts_dataset_portuguese_v0.1/",
"meta_file_train": "train.csv",
"ignored_speakers": null,
"language": "pt-br",
"meta_file_val": null,
"meta_file_attn_mask": null
},
{
"name": "brspeech",
"path": "./datasets/cml_tts_dataset_italian_v0.1/",
"meta_file_train": "train.csv",
"ignored_speakers": null,
"language": "it",
"meta_file_val": null,
"meta_file_attn_mask": null
},
{
"name": "brspeech",
"path": "./datasets/cml_tts_dataset_french_v0.1/",
"meta_file_train": "train.csv",
"ignored_speakers": null,
"language": "fr",
"meta_file_val": null,
"meta_file_attn_mask": null
},
{
"name": "brspeech",
"path": "./datasets/cml_tts_dataset_dutch_v0.1/",
"meta_file_train": "train.csv",
"ignored_speakers": null,
"language": "du",
"meta_file_val": null,
"meta_file_attn_mask": null
},
{
"name": "brspeech",
"path": "./datasets/cml_tts_dataset_german_v0.1/",
"meta_file_train": "train.csv",
"ignored_speakers": null,
"language": "ge",
"meta_file_val": null,
"meta_file_attn_mask": null
},
{
"name": "brspeech",
"path": "./datasets/ml_tts_dataset_spanish_v0.1/",
"meta_file_train": "train.csv",
"ignored_speakers": null,
"language": "sp",
"meta_file_val": null,
"meta_file_attn_mask": null
}
],
"test_sentences": [
[
"Voc\u00ea ter\u00e1 a vista do topo da montanha que voc\u00ea escalar.",
"9351\n",
null,
"pt-br"
],
[
"Quando voc\u00ea n\u00e3o corre nenhum risco, voc\u00ea arrisca tudo.",
"12249\n",
null,
"pt-br"
],
[
"S\u00e3o necess\u00e1rios muitos anos de trabalho para ter sucesso da noite para o dia.",
"2961\n",
null,
"pt-br"
],
[
"You'll have the view of the top of the mountain that you climb.",
"LTTS_6574",
null,
"en"
],
[
"When you don\u2019t take any risks, you risk everything.",
"LTTS_6206",
null,
"en"
],
[
"Are necessary too many years of work to succeed overnight.",
"LTTS_5717",
null,
"en"
],
[
"Je hebt uitzicht op de top van de berg die je beklimt.",
"960\n",
null,
"du"
],
[
"Als je geen risico neemt, riskeer je alles.",
"2450\n",
null,
"du"
],
[
"Zijn te veel jaren werk nodig om van de ene op de andere dag te slagen.",
"10984\n",
null,
"du"
],
[
"Vous aurez la vue sur le sommet de la montagne que vous gravirez.",
"6381\n",
null,
"fr"
],
[
"Quand tu ne prends aucun risque, tu risques tout.",
"2825\n",
null,
"fr"
],
[
"Sont n\u00e9cessaires trop d'ann\u00e9es de travail pour r\u00e9ussir du jour au lendemain.",
"1844\n",
null,
"fr"
],
[
"Sie haben die Aussicht auf die Spitze des Berges, den Sie erklimmen.",
"2314\n",
null,
"ge"
],
[
"Wer nichts riskiert, riskiert alles.",
"7483\n",
null,
"ge"
],
[
"Es sind zu viele Jahre Arbeit notwendig, um \u00fcber Nacht erfolgreich zu sein.",
"12461\n",
null,
"ge"
],
[
"Avrai la vista della cima della montagna che sali.",
"4998\n",
null,
"it"
],
[
"Quando non corri alcun rischio, rischi tutto.",
"6744\n",
null,
"it"
],
[
"Are necessary too many years of work to succeed overnight.",
"1157\n",
null,
"it"
],
[
"B\u0119dziesz mie\u0107 widok na szczyt g\u00f3ry, na kt\u00f3r\u0105 si\u0119 wspinasz.",
"7014\n",
null,
"pl"
],
[
"Kiedy nie podejmujesz \u017cadnego ryzyka, ryzykujesz wszystko.",
"3492\n",
null,
"pl"
],
[
"Potrzebne s\u0105 zbyt wiele lat pracy, aby odnie\u015b\u0107 sukces z dnia na dzie\u0144.",
"1890\n",
null,
"pl"
],
[
"Tendr\u00e1s la vista de la cima de la monta\u00f1a que subes",
"101\n",
null,
"sp"
],
[
"Cuando no te arriesgas, lo arriesgas todo.",
"5922\n",
null,
"sp"
],
[
"Son necesarios demasiados a\u00f1os de trabajo para triunfar de la noche a la ma\u00f1ana.",
"10246\n",
null,
"sp"
]
],
"eval_split_max_size": null,
"eval_split_size": 0.01,
"use_speaker_weighted_sampler": false,
"speaker_weighted_sampler_alpha": 1.0,
"use_language_weighted_sampler": true,
"language_weighted_sampler_alpha": 1.0,
"use_length_weighted_sampler": false,
"length_weighted_sampler_alpha": 1.0,
"model_args": {
"num_chars": 266,
"out_channels": 513,
"spec_segment_size": 62,
"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": 0.3,
"length_scale": 1.5,
"noise_scale_dp": 0.6,
"inference_noise_scale_dp": 0.3,
"max_inference_len": null,
"init_discriminator": true,
"use_spectral_norm_disriminator": false,
"use_speaker_embedding": false,
"num_speakers": 1244,
"speakers_file": "checkpoints/speakers.pth",
"d_vector_file": "speaker_embeddings/d_vector_all.json",
"speaker_embedding_channels": 512,
"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": "checkpoints/language_ids.json",
"use_speaker_encoder_as_loss": false,
"speaker_encoder_config_path": "checkpoints/config_se.json",
"speaker_encoder_model_path": "checkpoints/model_se.pth",
"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,
"r": 1,
"num_speakers": 0,
"use_speaker_embedding": false,
"speaker_embedding_channels": 256,
"use_language_embedding": false,
"use_d_vector_file": false,
"d_vector_file": null,
"d_vector_dim": 0
}