| { | |
| "output_path": "/code/data/runs/", | |
| "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": true, | |
| "epochs": 1100, | |
| "batch_size": 64, | |
| "eval_batch_size": 32, | |
| "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": 4, | |
| "num_eval_loader_workers": 4, | |
| "use_noise_augment": false, | |
| "audio": { | |
| "fft_size": 1024, | |
| "sample_rate": 44100, | |
| "win_length": 1024, | |
| "hop_length": 256, | |
| "num_mels": 80, | |
| "mel_fmin": 0, | |
| "mel_fmax": null | |
| }, | |
| "use_phonemes": false, | |
| "phonemizer": null, | |
| "phoneme_language": "cy", | |
| "compute_input_seq_cache": true, | |
| "text_cleaner": "multilingual_cleaners", | |
| "enable_eos_bos_chars": false, | |
| "test_sentences_file": "", | |
| "phoneme_cache_path": "/code/data/runs/phoneme_cache", | |
| "characters": { | |
| "characters_class": "TTS.tts.models.vits.VitsCharacters", | |
| "vocab_dict": null, | |
| "pad": "<PAD>", | |
| "eos": "<EOS>", | |
| "bos": "<BOS>", | |
| "blank": "<BLNK>", | |
| "characters": "!'\u2019(),-.:;? ABCDEFGHIJKLMNOPQRSTUVWXYZ\u00c1\u00c0\u00c2\u00c4\u00c9\u00ca\u00cb\u00ce\u00cf\u00d4\u00d6\u00d4\u00db\u0174\u0176\u0178abcdefghijklmnopqrstuvwyxz\u00e1\u00e0\u00e2\u00e4\u00e9\u00ea\u00eb\u00ee\u00ef\u00f4\u00f6\u00f4\u00fb\u0175\u0177\u00ff", | |
| "punctuations": "!'\u2019(),-.:;? ", | |
| "phonemes": null, | |
| "is_unique": true, | |
| "is_sorted": true | |
| }, | |
| "add_blank": true, | |
| "batch_group_size": 16, | |
| "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": "multi_ljspeech", | |
| "dataset_name": "", | |
| "path": "/code/data/butts/", | |
| "meta_file_train": "metadata.csv", | |
| "ignored_speakers": null, | |
| "language": "cy", | |
| "phonemizer": "", | |
| "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.", | |
| "benyw-gogledd-pro", | |
| null, | |
| "cy" | |
| ], | |
| [ | |
| "Gymrodd dipyn o amser i mi ddatblygu llais a nawr mae gen i, nid wyf yn mynd i fod yn dawel", | |
| "benyw-gogledd-pro", | |
| null, | |
| "cy" | |
| ], | |
| [ | |
| "The next train for Aberystwyth is leaving platform three at quarter past two o'clock", | |
| "benyw-gogledd-pro", | |
| null, | |
| "cy" | |
| ], | |
| [ | |
| "Bydd y tr\u00ean nesaf am Aberystwyth yn gadael platfform 3 am gwater wedi dau o'r gloch", | |
| "benyw-gogledd-pro", | |
| null, | |
| "cy" | |
| ], | |
| [ | |
| "It took me quite a long time to develop a voice, and now that I have it I'm not going to be silent.", | |
| "benyw-de-pro", | |
| null, | |
| "cy" | |
| ], | |
| [ | |
| "Gymrodd dipyn o amser i mi ddatblygu llais a nawr mae gen i, nid wyf yn mynd i fod yn dawel", | |
| "benyw-de-pro", | |
| null, | |
| "cy" | |
| ], | |
| [ | |
| "The next train for Aberystwyth is leaving platform three at quarter past two o'clock", | |
| "benyw-de-pro", | |
| null, | |
| "cy" | |
| ], | |
| [ | |
| "Bydd y tr\u00ean nesaf am Aberystwyth yn gadael platfform 3 am gwater wedi dau o'r gloch", | |
| "benyw-de-pro", | |
| null, | |
| "cy" | |
| ], | |
| [ | |
| "It took me quite a long time to develop a voice, and now that I have it I'm not going to be silent.", | |
| "gwryw-gogledd-pro", | |
| null, | |
| "cy" | |
| ], | |
| [ | |
| "Gymrodd dipyn o amser i mi ddatblygu llais a nawr mae gen i, nid wyf yn mynd i fod yn dawel", | |
| "gwryw-gogledd-pro", | |
| null, | |
| "cy" | |
| ], | |
| [ | |
| "The next train for Aberystwyth is leaving platform three at quarter past two o'clock", | |
| "gwryw-gogledd-pro", | |
| null, | |
| "cy" | |
| ], | |
| [ | |
| "Bydd y tr\u00ean nesaf am Aberystwyth yn gadael platfform 3 am gwater wedi dau o'r gloch", | |
| "gwryw-gogledd-pro", | |
| null, | |
| "cy" | |
| ] | |
| ], | |
| "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": 110, | |
| "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": 3, | |
| "speakers_file": "models/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": 1, | |
| "language_ids_file": "models/language_ids.json", | |
| "use_speaker_encoder_as_loss": false, | |
| "speaker_encoder_config_path": "", | |
| "speaker_encoder_model_path": "", | |
| "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, | |
| "use_weighted_sampler": false, | |
| "weighted_sampler_attrs": {}, | |
| "weighted_sampler_multipliers": {}, | |
| "r": 1, | |
| "num_speakers": 0, | |
| "use_speaker_embedding": true, | |
| "speakers_file": "models/speakers.pth", | |
| "speaker_embedding_channels": 256, | |
| "language_ids_file": "models/language_ids.json", | |
| "use_language_embedding": true, | |
| "use_d_vector_file": false, | |
| "d_vector_file": null, | |
| "d_vector_dim": 0 | |
| } | |