khanomtan-tts-v1.0 / config.json
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{
"output_path": "/workspace/wt/tts/TTS-1/recipes/multilingual/vits_tts",
"logger_uri": null,
"run_name": "vits_vctk",
"project_name": null,
"run_description": "\ud83d\udc38Coqui trainer run.",
"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": false,
"test_delay_epochs": -1,
"run_eval": true,
"run_eval_steps": null,
"distributed_backend": "nccl",
"distributed_url": "tcp://localhost:54321",
"mixed_precision": false,
"epochs": 1000,
"batch_size": 32,
"eval_batch_size": 16,
"grad_clip": [
1000.0,
1000.0
],
"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": {},
"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,
"sample_rate": 16000,
"win_length": 1024,
"hop_length": 256,
"num_mels": 80,
"mel_fmin": 0,
"mel_fmax": null
},
"use_phonemes": false,
"phonemizer": null,
"phoneme_language": "en-us",
"compute_input_seq_cache": true,
"text_cleaner": "multilingual_cleaners",
"enable_eos_bos_chars": false,
"test_sentences_file": "",
"phoneme_cache_path": "/workspace/wt/tts/TTS-1/recipes/multilingual/vits_tts/phoneme_cache",
"characters": {
"characters_class": "TTS.tts.models.vits.VitsCharacters",
"vocab_dict": null,
"pad": "<PAD>",
"eos": "<EOS>",
"bos": "<BOS>",
"blank": "<BLNK>",
"characters": "!\u00a1'(),-.:;\u00bf?abcdefghijklmnopqrstuvwxyz\u00b5\u00df\u00e0\u00e1\u00e2\u00e3\u00e4\u00e5\u00e6\u00e7\u00e8\u00e9\u00ea\u00eb\u00ec\u00ed\u00ee\u00ef\u00f1\u00f2\u00f3\u00f4\u00f5\u00f6\u00f9\u00fa\u00fb\u00fc\u0105\u0107\u0119\u0142\u0144\u0153\u015b\u015f\u017a\u017c\u0192\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\u04e7 \u00ab\u00b0\u00b1\u00b5\u00bb$%&\u2018\u2019\u201a\u201c`\u201d\u201e\u0e01\u0e02\u0e03\u0e04\u0e05\u0e06\u0e07\u0e08\u0e09\u0e0a\u0e0b\u0e0c\u0e0d\u0e0e\u0e0f\u0e10\u0e11\u0e12\u0e13\u0e14\u0e15\u0e16\u0e17\u0e18\u0e19\u0e1a\u0e1b\u0e1c\u0e1d\u0e1e\u0e1f\u0e20\u0e21\u0e22\u0e23\u0e25\u0e27\u0e28\u0e29\u0e2a\u0e2b\u0e2c\u0e2d\u0e2e\u0e24\u0e26\u0e30\u0e31\u0e32\u0e33\u0e34\u0e35\u0e36\u0e37\u0e38\u0e39\u0e40\u0e41\u0e42\u0e43\u0e44\u0e45\u0e4d\u0e47\u0e48\u0e49\u0e4a\u0e4b\u0e2f\u0e3a\u0e46\u0e4c\u0e4d\u0e4e",
"punctuations": "!\u00a1'(),-.:;\u00bf? ",
"phonemes": null,
"is_unique": true,
"is_sorted": true
},
"add_blank": true,
"batch_group_size": 0,
"loss_masking": null,
"min_audio_len": 32768,
"max_audio_len": 160000,
"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": "mailabs",
"path": "/workspace/wt/tts/mailabs2/x-lb",
"meta_file_train": null,
"ignored_speakers": null,
"language": "x-lb",
"meta_file_val": "",
"meta_file_attn_mask": ""
},
{
"name": "mailabs",
"path": "/workspace/wt/tts/mailabs2/fr-fr",
"meta_file_train": null,
"ignored_speakers": null,
"language": "fr-fr",
"meta_file_val": "",
"meta_file_attn_mask": ""
},
{
"name": "mailabs",
"path": "/workspace/wt/tts/mailabs2/th-th",
"meta_file_train": null,
"ignored_speakers": null,
"language": "th-th",
"meta_file_val": "",
"meta_file_attn_mask": ""
},
{
"name": "mailabs",
"path": "/workspace/wt/tts/mailabs2/pt-br",
"meta_file_train": null,
"ignored_speakers": null,
"language": "pt-br",
"meta_file_val": "",
"meta_file_attn_mask": ""
},
{
"name": "mailabs",
"path": "/workspace/wt/tts/mailabs2/en",
"meta_file_train": null,
"ignored_speakers": null,
"language": "en",
"meta_file_val": "",
"meta_file_attn_mask": ""
},
{
"name": "mailabs",
"path": "/workspace/wt/tts/mailabs2/x-de",
"meta_file_train": null,
"ignored_speakers": null,
"language": "x-de",
"meta_file_val": "",
"meta_file_attn_mask": ""
}
],
"test_sentences": [
[
"It took me quite a long time to develop a voice, and now that I have it I'm not going to be silent.",
"Linda",
null,
"en"
],
[
"\u0e17\u0e14 \u0e2a\u0e2d\u0e1a \u0e01\u0e32\u0e23 \u0e2d\u0e48\u0e32\u0e19 \u0e20\u0e32\u0e29\u0e32 \u0e44\u0e17\u0e22",
"Tsynctwo",
null,
"th-th"
]
],
"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": 220,
"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": 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",
"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": false,
"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": true,
"num_speakers": 20,
"speakers_file": "/workspace/wt/tts/TTS-1/recipes/multilingual/vits_tts/vits_vctk-August-13-2022_06+53AM-d46fbc24/speakers.pth",
"d_vector_file": null,
"speaker_embedding_channels": 256,
"use_d_vector_file": false,
"d_vector_dim": 0,
"detach_dp_input": true,
"use_language_embedding": true,
"embedded_language_dim": 4,
"num_languages": 6,
"language_ids_file": "/workspace/wt/tts/TTS-1/recipes/multilingual/vits_tts/vits_vctk-August-13-2022_06+53AM-d46fbc24/language_ids.json",
"use_speaker_encoder_as_loss": false,
"speaker_encoder_config_path": "/workspace/wt/tts/TTS-1/recipes/multilingual/vits_tts/config_se.json",
"speaker_encoder_model_path": "/workspace/wt/tts/TTS-1/recipes/multilingual/vits_tts/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": 1.0,
"return_wav": true,
"r": 1,
"num_speakers": 0,
"use_speaker_embedding": true,
"speakers_file": "/workspace/wt/tts/TTS-1/recipes/multilingual/vits_tts/vits_vctk-August-13-2022_06+53AM-d46fbc24/speakers.pth",
"speaker_embedding_channels": 256,
"language_ids_file": "/workspace/wt/tts/TTS-1/recipes/multilingual/vits_tts/vits_vctk-August-13-2022_06+53AM-d46fbc24/language_ids.json",
"use_language_embedding": true,
"use_d_vector_file": false,
"d_vector_file": null,
"d_vector_dim": 0
}