| { | |
| "output_path": "/storage/output-glowtts/", | |
| "logger_uri": null, | |
| "run_name": "run", | |
| "project_name": null, | |
| "run_description": "\ud83d\udc38Coqui trainer run.", | |
| "print_step": 50, | |
| "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": 2, | |
| "save_checkpoints": true, | |
| "save_all_best": false, | |
| "save_best_after": 5000, | |
| "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, | |
| "precision": "fp16", | |
| "epochs": 1000, | |
| "batch_size": 96, | |
| "eval_batch_size": 32, | |
| "grad_clip": 5.0, | |
| "scheduler_after_epoch": true, | |
| "lr": 0.001, | |
| "optimizer": "RAdam", | |
| "optimizer_params": { | |
| "betas": [ | |
| 0.9, | |
| 0.998 | |
| ], | |
| "weight_decay": 1e-06 | |
| }, | |
| "lr_scheduler": "NoamLR", | |
| "lr_scheduler_params": { | |
| "warmup_steps": 4000 | |
| }, | |
| "use_grad_scaler": false, | |
| "allow_tf32": false, | |
| "cudnn_enable": true, | |
| "cudnn_deterministic": false, | |
| "cudnn_benchmark": false, | |
| "training_seed": 54321, | |
| "model": "glow_tts", | |
| "num_loader_workers": 8, | |
| "num_eval_loader_workers": 8, | |
| "use_noise_augment": true, | |
| "audio": { | |
| "fft_size": 1024, | |
| "win_length": 1024, | |
| "hop_length": 256, | |
| "frame_shift_ms": null, | |
| "frame_length_ms": null, | |
| "stft_pad_mode": "reflect", | |
| "sample_rate": 22050, | |
| "resample": false, | |
| "preemphasis": 0.0, | |
| "ref_level_db": 20, | |
| "do_sound_norm": false, | |
| "log_func": "np.log10", | |
| "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": 50.0, | |
| "mel_fmax": 8000.0, | |
| "spec_gain": 20, | |
| "do_amp_to_db_linear": true, | |
| "do_amp_to_db_mel": true, | |
| "pitch_fmax": 640.0, | |
| "pitch_fmin": 1.0, | |
| "signal_norm": true, | |
| "min_level_db": -100, | |
| "symmetric_norm": true, | |
| "max_norm": 4.0, | |
| "clip_norm": true | |
| }, | |
| "use_phonemes": false, | |
| "phonemizer": null, | |
| "phoneme_language": null, | |
| "compute_input_seq_cache": false, | |
| "text_cleaner": "no_cleaners", | |
| "enable_eos_bos_chars": true, | |
| "test_sentences_file": "", | |
| "phoneme_cache_path": null, | |
| "characters": { | |
| "characters_class": "TTS.tts.utils.text.characters.Graphemes", | |
| "vocab_dict": null, | |
| "pad": "_", | |
| "eos": "~", | |
| "bos": "^", | |
| "blank": "@", | |
| "characters": "Iabdfgijklmnprstuvxz\u0254\u025b\u0263\u0268\u026b\u0271\u0282\u0290\u02b2\u02c8\u02d0\u032f\u0361\u03b2", | |
| "punctuations": "!,.?: -\u2012\u2013\u2014\u2026", | |
| "phonemes": null, | |
| "is_unique": true, | |
| "is_sorted": true | |
| }, | |
| "add_blank": true, | |
| "batch_group_size": 0, | |
| "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": false, | |
| "precompute_num_workers": 0, | |
| "start_by_longest": false, | |
| "shuffle": false, | |
| "drop_last": false, | |
| "datasets": [ | |
| { | |
| "formatter": "bel_tts_formatter", | |
| "dataset_name": "", | |
| "path": "/storage/filtered_dataset/", | |
| "meta_file_train": "ipa_final_dataset.csv", | |
| "ignored_speakers": null, | |
| "language": "", | |
| "phonemizer": "", | |
| "meta_file_val": "", | |
| "meta_file_attn_mask": "" | |
| } | |
| ], | |
| "test_sentences": [], | |
| "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, | |
| "num_chars": 49, | |
| "encoder_type": "rel_pos_transformer", | |
| "encoder_params": { | |
| "kernel_size": 3, | |
| "dropout_p": 0.1, | |
| "num_layers": 6, | |
| "num_heads": 2, | |
| "hidden_channels_ffn": 768, | |
| "input_length": null | |
| }, | |
| "use_encoder_prenet": true, | |
| "hidden_channels_enc": 192, | |
| "hidden_channels_dec": 192, | |
| "hidden_channels_dp": 256, | |
| "dropout_p_dp": 0.1, | |
| "dropout_p_dec": 0.05, | |
| "mean_only": true, | |
| "out_channels": 80, | |
| "num_flow_blocks_dec": 12, | |
| "inference_noise_scale": 0.0, | |
| "kernel_size_dec": 5, | |
| "dilation_rate": 1, | |
| "num_block_layers": 4, | |
| "num_speakers": 0, | |
| "c_in_channels": 0, | |
| "num_splits": 4, | |
| "num_squeeze": 2, | |
| "sigmoid_scale": false, | |
| "d_vector_dim": 0, | |
| "data_dep_init_steps": 10, | |
| "style_wav_for_test": null, | |
| "length_scale": 1.0, | |
| "use_speaker_embedding": false, | |
| "speakers_file": null, | |
| "use_d_vector_file": false, | |
| "d_vector_file": false, | |
| "min_seq_len": 3, | |
| "max_seq_len": 500, | |
| "r": 1 | |
| } |