vits-voco-single-2 / .ipynb_checkpoints /config-checkpoint.json
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{
"output_path": "voco_logs/",
"logger_uri": null,
"run_name": "voco-single",
"project_name": "voco-single-female",
"run_description": "voco-tts single female",
"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": 5000,
"save_n_checkpoints": 10,
"save_checkpoints": true,
"save_all_best": false,
"save_best_after": 0,
"target_loss": null,
"print_eval": false,
"test_delay_epochs": -1,
"run_eval": false,
"run_eval_steps": null,
"distributed_backend": "nccl",
"distributed_url": "tcp://localhost:54321",
"mixed_precision": true,
"precision": "fp16",
"epochs": 1500,
"batch_size": 16,
"eval_batch_size": 16,
"grad_clip": [
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5.0
],
"scheduler_after_epoch": true,
"lr": 5e-05,
"optimizer": "AdamW",
"optimizer_params": {
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0.99
],
"eps": 1e-09,
"weight_decay": 0.01
},
"lr_scheduler": "ReduceROnPlateau",
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"factor": 0.5,
"patience": 5
},
"use_grad_scaler": false,
"allow_tf32": false,
"cudnn_enable": true,
"cudnn_deterministic": false,
"cudnn_benchmark": false,
"training_seed": 54321,
"model": "vits",
"num_loader_workers": 12,
"num_eval_loader_workers": 12,
"use_noise_augment": true,
"audio": {
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"sample_rate": 22050,
"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": false,
"text_cleaner": "basic_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": "<PAD>",
"eos": "<EOS>",
"bos": "<BOS>",
"blank": "<BLNK>",
"characters": "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz\u014a\u014b",
"punctuations": "!'(),-.:;?\" ",
"phonemes": null,
"is_unique": false,
"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": true,
"precompute_num_workers": 0,
"start_by_longest": false,
"shuffle": false,
"drop_last": false,
"datasets": [
{
"formatter": "ljspeech",
"dataset_name": "",
"path": "ones_data/",
"meta_file_train": "wavs/metadata.csv",
"ignored_speakers": null,
"language": "",
"phonemizer": "",
"meta_file_val": "",
"meta_file_attn_mask": ""
}
],
"test_sentences": [
[
"Abantu abasinga obungi tebamanyi kwogera bulungi Luganda."
],
[
"Kabaka waffe yasiimye naggulawo e ddwaliro lya kookolo."
],
[
"Minisita yasabye abakyala bonna okwegemesa ekirwadde."
],
[
"Ennyanja yaffe egenda kusaanawo yonna singa gavumenti teteekamu maanyi."
]
],
"eval_split_max_size": null,
"eval_split_size": 0.01,
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"language_weighted_sampler_alpha": 1.0,
"use_length_weighted_sampler": false,
"length_weighted_sampler_alpha": 1.0,
"model_args": {
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"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,
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"dilation_rate_posterior_encoder": 1,
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"kernel_size_flow": 5,
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7,
11
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"resblock_dilation_sizes_decoder": [
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1,
3,
5
],
[
1,
3,
5
],
[
1,
3,
5
]
],
"upsample_rates_decoder": [
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8,
2,
2
],
"upsample_initial_channel_decoder": 512,
"upsample_kernel_sizes_decoder": [
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16,
4,
4
],
"periods_multi_period_discriminator": [
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3,
5,
7,
11
],
"use_sdp": true,
"noise_scale": 1.0,
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"init_discriminator": true,
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"use_speaker_embedding": false,
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"d_vector_file": null,
"speaker_embedding_channels": 256,
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"detach_dp_input": true,
"use_language_embedding": false,
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"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": {
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"last_epoch": -1
},
"lr_scheduler_disc": "ExponentialLR",
"lr_scheduler_disc_params": {
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"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": false,
"speakers_file": null,
"speaker_embedding_channels": 256,
"language_ids_file": null,
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"use_d_vector_file": false,
"d_vector_file": null,
"d_vector_dim": 0,
"restore_path": "tts_models--en--ljspeech--vits/model_file.pth",
"github_branch": "* dev"
}