File size: 6,632 Bytes
7f0efc6 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 |
{
"output_path": "/home/twbgmy/play/TTS-play/TTS/recipes/catotron",
"logger_uri": null,
"run_name": "fast_pitch_ljspeech",
"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",
"log_model_step": null,
"save_step": 10000,
"save_n_checkpoints": 5,
"save_checkpoints": true,
"save_all_best": false,
"save_best_after": 1000,
"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": 16,
"eval_batch_size": 16,
"grad_clip": 5.0,
"scheduler_after_epoch": true,
"lr": 0.0001,
"optimizer": "Adam",
"optimizer_params": {
"betas": [
0.9,
0.998
],
"weight_decay": 1e-06
},
"lr_scheduler": "NoamLR",
"lr_scheduler_params": {
"warmup_steps": 4000
},
"use_grad_scaler": false,
"cudnn_enable": true,
"cudnn_deterministic": false,
"cudnn_benchmark": false,
"training_seed": 54321,
"model": "fast_pitch",
"num_loader_workers": 8,
"num_eval_loader_workers": 4,
"use_noise_augment": false,
"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.log",
"do_trim_silence": true,
"trim_db": 60.0,
"do_rms_norm": false,
"db_level": null,
"power": 1.5,
"griffin_lim_iters": 60,
"num_mels": 80,
"mel_fmin": 0.0,
"mel_fmax": 8000,
"spec_gain": 1.0,
"do_amp_to_db_linear": true,
"do_amp_to_db_mel": true,
"pitch_fmax": 640.0,
"pitch_fmin": 0.0,
"signal_norm": false,
"min_level_db": -100,
"symmetric_norm": true,
"max_norm": 4.0,
"clip_norm": true,
"stats_path": null
},
"use_phonemes": false,
"phonemizer": null,
"phoneme_language": "ca-es",
"compute_input_seq_cache": true,
"text_cleaner": "multilingual_cleaners",
"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": null,
"characters": "A\u00c0\u00c1BC\u00c7DE\u00c9\u00c8FGHI\u00cd\u00cfJKLMNO\u00d3\u00d2PQRSTU\u00dc\u00daVWXYZa\u00e0\u00e1bc\u00e7de\u00e9\u00e8fghi\u00ed\u00efjklmno\u00f3\u00f2pqrstu\u00fc\u00favwxyz",
"punctuations": "!'(),-.:;?\u00b7 ",
"phonemes": "",
"is_unique": true,
"is_sorted": true
},
"add_blank": false,
"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": true,
"compute_linear_spec": false,
"precompute_num_workers": 4,
"start_by_longest": false,
"datasets": [
{
"name": "custom_turkish",
"path": "/home/twbgmy/play/TTS-play/TTS/recipes/catotron/upc_ona",
"meta_file_train": "upc_ona_train.txt",
"ignored_speakers": null,
"language": "",
"meta_file_val": "",
"meta_file_attn_mask": ""
},
{
"name": "custom_turkish",
"path": "/home/twbgmy/play/TTS-play/TTS/recipes/catotron/upc_ona",
"meta_file_train": "upc_ona_val.txt",
"ignored_speakers": null,
"language": "",
"meta_file_val": "",
"meta_file_attn_mask": ""
}
],
"test_sentences": [
"Hola Barcelona!",
"Escriviu al text."
],
"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,
"base_model": "forward_tts",
"model_args": {
"num_chars": 89,
"out_channels": 80,
"hidden_channels": 384,
"use_aligner": true,
"use_pitch": true,
"pitch_predictor_hidden_channels": 256,
"pitch_predictor_kernel_size": 3,
"pitch_predictor_dropout_p": 0.1,
"pitch_embedding_kernel_size": 3,
"duration_predictor_hidden_channels": 256,
"duration_predictor_kernel_size": 3,
"duration_predictor_dropout_p": 0.1,
"positional_encoding": true,
"poisitonal_encoding_use_scale": true,
"length_scale": 1,
"encoder_type": "fftransformer",
"encoder_params": {
"hidden_channels_ffn": 1024,
"num_heads": 1,
"num_layers": 6,
"dropout_p": 0.1
},
"decoder_type": "fftransformer",
"decoder_params": {
"hidden_channels_ffn": 1024,
"num_heads": 1,
"num_layers": 6,
"dropout_p": 0.1
},
"detach_duration_predictor": false,
"max_duration": 75,
"num_speakers": 1,
"use_speaker_embedding": false,
"speakers_file": null,
"use_d_vector_file": false,
"d_vector_dim": null,
"d_vector_file": null
},
"num_speakers": 0,
"speakers_file": null,
"use_speaker_embedding": false,
"use_d_vector_file": false,
"d_vector_file": false,
"d_vector_dim": 0,
"spec_loss_type": "mse",
"duration_loss_type": "mse",
"use_ssim_loss": true,
"ssim_loss_alpha": 1.0,
"spec_loss_alpha": 1.0,
"aligner_loss_alpha": 1.0,
"pitch_loss_alpha": 0.1,
"dur_loss_alpha": 0.1,
"binary_align_loss_alpha": 0.1,
"binary_loss_warmup_epochs": 150,
"min_seq_len": 13,
"max_seq_len": 500000,
"r": 1,
"f0_cache_path": "/home/twbgmy/play/TTS-play/TTS/recipes/catotron/f0_cache",
"restore_path": "/home/twbgmy/.local/share/tts/tts_models--en--ljspeech--fast_pitch/model_file.pth",
"github_branch": "* dev"
} |