{ "output_path": "/kaggle/working/", "logger_uri": null, "run_name": "vits_viettts", "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", "save_on_interrupt": true, "log_model_step": null, "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, "run_eval_steps": null, "distributed_backend": "nccl", "distributed_url": "tcp://localhost:54321", "mixed_precision": true, "precision": "fp16", "epochs": 2000, "batch_size": 32, "eval_batch_size": 16, "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": null, "use_grad_scaler": false, "allow_tf32": 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": null, "compute_input_seq_cache": true, "text_cleaner": null, "enable_eos_bos_chars": false, "test_sentences_file": "", "phoneme_cache_path": null, "characters": { "characters_class": "TTS.tts.utils.text.characters.Graphemes", "vocab_dict": null, "pad": "", "eos": "", "bos": "", "blank": "", "characters": "abcdefghijklmnopqrstuvwxyz\u00e0\u00e1\u00e2\u00e3\u00e8\u00e9\u00ea\u00ec\u00ed\u00f2\u00f3\u00f4\u00f5\u00f9\u00fa\u00fd\u0103\u0111\u0129\u0169\u01a1\u01b0\u1ea1\u1ea3\u1ea5\u1ea7\u1ea9\u1eab\u1ead\u1eaf\u1eb1\u1eb3\u1eb5\u1eb7\u1eb9\u1ebb\u1ebd\u1ebf\u1ec1\u1ec3\u1ec5\u1ec7\u1ec9\u1ecb\u1ecd\u1ecf\u1ed1\u1ed3\u1ed5\u1ed7\u1ed9\u1edb\u1edd\u1edf\u1ee1\u1ee3\u1ee5\u1ee7\u1ee9\u1eeb\u1eed\u1eef\u1ef1\u1ef3\u1ef5\u1ef7\u1ef9", "punctuations": "!'(),-.:;? ", "phonemes": null, "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": "", "dataset_name": "", "path": "/kaggle/input/infore/inforedataset", "meta_file_train": "metadata.tsv", "ignored_speakers": null, "language": "", "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." ], [ "Be a voice, not an echo." ], [ "I'm sorry Dave. I'm afraid I can't do that." ], [ "This cake is great. It's so delicious and moist." ], [ "Prior to November 22, 1963." ] ], "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": 108, "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": 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": null, "d_vector_file": null, "speaker_embedding_channels": 256, "use_d_vector_file": false, "d_vector_dim": 0, "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": "", "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": null, "weighted_sampler_multipliers": null, "r": 1, "num_speakers": 0, "use_speaker_embedding": false, "speakers_file": null, "speaker_embedding_channels": 256, "language_ids_file": null, "use_language_embedding": false, "use_d_vector_file": false, "d_vector_file": null, "d_vector_dim": 0, "restore_path": "/kaggle/input/pretrain-glow/checkpoint_80000.pth", "github_branch": "* hoang" }