|
{ |
|
"output_path": "/kaggle/working/train_output", |
|
"logger_uri": null, |
|
"run_name": "vits_fa_female", |
|
"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": 1000, |
|
"save_step": 1000, |
|
"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, |
|
"run_eval_steps": null, |
|
"distributed_backend": "nccl", |
|
"distributed_url": "tcp://localhost:54321", |
|
"mixed_precision": false, |
|
"epochs": 1000, |
|
"batch_size": 8, |
|
"eval_batch_size": 4, |
|
"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": null, |
|
"lr_scheduler_params": {}, |
|
"use_grad_scaler": false, |
|
"cudnn_enable": true, |
|
"cudnn_deterministic": false, |
|
"cudnn_benchmark": false, |
|
"training_seed": 54321, |
|
"model": "vits", |
|
"num_loader_workers": 0, |
|
"num_eval_loader_workers": 2, |
|
"use_noise_augment": false, |
|
"audio": { |
|
"fft_size": 1024, |
|
"sample_rate": 22050, |
|
"win_length": 1024, |
|
"hop_length": 256, |
|
"num_mels": 80, |
|
"mel_fmin": 0, |
|
"mel_fmax": null |
|
}, |
|
"use_phonemes": true, |
|
"phonemizer": "espeak", |
|
"phoneme_language": "fa", |
|
"compute_input_seq_cache": true, |
|
"text_cleaner": "basic_cleaners", |
|
"enable_eos_bos_chars": false, |
|
"test_sentences_file": "", |
|
"phoneme_cache_path": "/kaggle/working/train_output/phoneme_cache", |
|
"characters": { |
|
"characters_class": "TTS.tts.utils.text.characters.IPAPhonemes", |
|
"vocab_dict": null, |
|
"pad": "<PAD>", |
|
"eos": "<EOS>", |
|
"bos": "<BOS>", |
|
"blank": "<BLNK>", |
|
"characters": "\u02c8\u02cc\u02d0\u02d1pbtd\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\u029faegiouwy\u026a\u028a\u0329\u00e6\u0251\u0254\u0259\u025a\u025b\u025d\u0268\u0303\u0289\u028c\u028d0123456789\"#$%*+/=ABCDEFGHIJKLMNOPRSTUVWXYZ[]^_{}", |
|
"punctuations": "!(),-.:;? \u0320\u060c\u061b\u061f\u200c<>", |
|
"phonemes": "\u02c8\u02cc\u02d0\u02d1pbtd\u0288\u0256c\u025fk\u0261q\u0262\u0294\u0274\u014b\u0272\u0273n\u0271m\u0299r\u0280\u2c71\u027e\u027d\u0278\u03b2fv\u03b8\u00f0sz\u0283\u0292\u0282\u0290\u00e7\u029dx\u0263\u03c7\u0281\u0127\u0295h\u0266\u026c\u026e\u028b\u0279\u027bj\u0270l\u026d\u028e\u029faegiouwy\u026a\u028a\u0329\u00e6\u0251\u0254\u0259\u025a\u025b\u025d\u0268\u0303\u0289\u028c\u028d0123456789\"#$%*+/=ABCDEFGHIJKLMNOPRSTUVWXYZ[]^_{}", |
|
"is_unique": true, |
|
"is_sorted": true |
|
}, |
|
"add_blank": true, |
|
"batch_group_size": 5, |
|
"loss_masking": null, |
|
"min_audio_len": 1, |
|
"max_audio_len": Infinity, |
|
"min_text_len": 1, |
|
"max_text_len": Infinity, |
|
"compute_f0": false, |
|
"compute_energy": false, |
|
"compute_linear_spec": true, |
|
"precompute_num_workers": 0, |
|
"start_by_longest": false, |
|
"shuffle": false, |
|
"drop_last": false, |
|
"datasets": [ |
|
{ |
|
"formatter": "mozilla_with_speaker", |
|
"dataset_name": "multi_persian", |
|
"path": "/kaggle/input", |
|
"meta_file_train": "metadata.csv", |
|
"ignored_speakers": null, |
|
"language": "fa", |
|
"phonemizer": "espeak", |
|
"meta_file_val": "", |
|
"meta_file_attn_mask": "" |
|
} |
|
], |
|
"test_sentences": [ |
|
[ |
|
"\u0633\u0644\u0637\u0627\u0646 \u0645\u062d\u0645\u0648\u062f \u062f\u0631 \u0632\u0645\u0633\u062a\u0627\u0646\u06cc \u0633\u062e\u062a \u0628\u0647 \u0637\u0644\u062e\u06a9 \u06af\u0641\u062a \u06a9\u0647", |
|
"dilara", |
|
null, |
|
"fa" |
|
], |
|
[ |
|
" \u0628\u0627 \u0627\u06cc\u0646 \u062c\u0627\u0645\u0647 \u06cc \u06cc\u06a9 \u0644\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u0633\u0631\u0645\u0627 \u0686\u0647 \u0645\u06cc \u06a9\u0646\u06cc ", |
|
"farid", |
|
null, |
|
"fa" |
|
], |
|
[ |
|
"\u0645\u0631\u062f\u06cc \u0646\u0632\u062f \u0628\u0642\u0627\u0644\u06cc \u0622\u0645\u062f \u0648 \u06af\u0641\u062a \u067e\u06cc\u0627\u0632 \u0647\u0645 \u062f\u0647 \u062a\u0627 \u062f\u0647\u0627\u0646 \u0628\u062f\u0627\u0646 \u062e\u0648 \u0634\u0628\u0648\u06cc \u0633\u0627\u0632\u0645.", |
|
"farid", |
|
null, |
|
"fa" |
|
], |
|
[ |
|
"\u0627\u0632 \u0645\u0627\u0644 \u062e\u0648\u062f \u067e\u0627\u0631\u0647 \u0627\u06cc \u06af\u0648\u0634\u062a \u0628\u0633\u062a\u0627\u0646 \u0648 \u0632\u06cc\u0631\u0647 \u0628\u0627\u06cc\u06cc \u0645\u0639\u0637\u0651\u0631 \u0628\u0633\u0627\u0632", |
|
"dilara", |
|
null, |
|
"fa" |
|
], |
|
[ |
|
"\u06cc\u06a9 \u0628\u0627\u0631 \u0647\u0645 \u0627\u0632 \u062c\u0647\u0646\u0645 \u0628\u06af\u0648\u06cc\u06cc\u062f.", |
|
"changiz", |
|
null, |
|
"fa" |
|
], |
|
[ |
|
"\u06cc\u06a9\u06cc \u0627\u0633\u0628\u06cc \u0628\u0647 \u0639\u0627\u0631\u06cc\u062a \u062e\u0648\u0627\u0633\u062a", |
|
"changiz", |
|
null, |
|
"fa" |
|
] |
|
], |
|
"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": false, |
|
"language_weighted_sampler_alpha": 1.0, |
|
"use_length_weighted_sampler": false, |
|
"length_weighted_sampler_alpha": 1.0, |
|
"model_args": { |
|
"num_chars": 156, |
|
"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": "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": 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": "train_output/kagg/speakers.pth", |
|
"d_vector_file": [ |
|
"/kaggle/working/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": "train_output/kagg/speakers.pth", |
|
"speaker_embedding_channels": 256, |
|
"language_ids_file": null, |
|
"use_language_embedding": false, |
|
"use_d_vector_file": true, |
|
"d_vector_file": [ |
|
"/kaggle/working/speakers.pth" |
|
], |
|
"d_vector_dim": 512 |
|
} |