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{
"output_path": "coqui_tts",
"logger_uri": null,
"run_name": "vits_multi",
"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": 5000,
"save_step": 5000,
"save_n_checkpoints": 5,
"save_checkpoints": true,
"save_all_best": true,
"save_best_after": 0,
"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": 1000,
"batch_size": 16,
"eval_batch_size": 4,
"grad_clip": [
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1000.0
],
"scheduler_after_epoch": true,
"lr": 0.001,
"optimizer": "AdamW",
"optimizer_params": {
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],
"eps": 1e-09,
"weight_decay": 0.01
},
"lr_scheduler": null,
"lr_scheduler_params": {},
"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": {
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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": true,
"text_cleaner": "no_cleaners",
"enable_eos_bos_chars": false,
"test_sentences_file": "",
"phoneme_cache_path": null,
"characters": {
"characters_class": "TTS.tts.models.vits.VitsCharacters",
"vocab_dict": null,
"pad": "<PAD>",
"eos": "<EOS>",
"bos": "<BOS>",
"blank": "<BLNK>",
"characters": "\u2d30\u2d31\u2d33\u2d37\u2d39\u2d3b\u2d3c\u2d3d\u2d40\u2d43\u2d44\u2d45\u2d47\u2d49\u2d4a\u2d4d\u2d4e\u2d4f\u2d53\u2d54\u2d55\u2d56\u2d59\u2d5a\u2d5b\u2d5c\u2d5f\u2d61\u2d62\u2d63\u2d65\u2d6f",
"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": "nemo",
"dataset_name": "",
"path": "shi_tls/cut_22kHz_offset/manifests/",
"meta_file_train": "tts_manifest.json",
"ignored_speakers": null,
"language": "shi",
"phonemizer": "",
"meta_file_val": "",
"meta_file_attn_mask": ""
},
{
"formatter": "nemo",
"dataset_name": "",
"path": "shi_tls_2/cut_22kHz_offset/manifests/",
"meta_file_train": "tts_manifest.json",
"ignored_speakers": null,
"language": "shi",
"phonemizer": "",
"meta_file_val": "",
"meta_file_attn_mask": ""
},
{
"formatter": "nemo",
"dataset_name": "",
"path": "rif_tls/cut_22kHz_offset/manifests/",
"meta_file_train": "tts_manifest.json",
"ignored_speakers": null,
"language": "rif",
"phonemizer": "",
"meta_file_val": "",
"meta_file_attn_mask": ""
}
],
"test_sentences": [
[
"\u2d30\u2d63\u2d53\u2d4d. \u2d4e\u2d30\u2d4f\u2d63\u2d30\u2d3d\u2d49\u2d4f?",
"yan",
null,
"shi"
],
[
"\u2d61\u2d30 \u2d5c\u2d30\u2d4e\u2d56\u2d30\u2d54\u2d5c \u2d4e\u2d30 \u2d37 \u2d53\u2d3d\u2d30\u2d4f \u2d5c\u2d59\u2d3d\u2d54\u2d5c?",
"yan",
null,
"shi"
],
[
"\u2d33\u2d4f! \u2d30\u2d37 \u2d30\u2d3d \u2d49\u2d59\u2d59\u2d33\u2d4f \u2d55\u2d31\u2d31\u2d49 \u2d49\u2d5c\u2d5c\u2d53 \u2d3d.",
"yan",
null,
"shi"
],
[
"\u2d30\u2d54\u2d54\u2d30\u2d61 \u2d4f \u2d4d\u2d40\u2d4e\u2d4e \u2d62\u2d53\u2d3d\u2d54 \u2d30\u2d56 \u2d49\u2d40\u2d37\u2d53\u2d4e\u2d4f \u2d4f\u2d4f\u2d56!",
"yan",
null,
"shi"
],
[
"\u2d30\u2d63\u2d53\u2d4d. \u2d4e\u2d30\u2d4f\u2d63\u2d30\u2d3d\u2d49\u2d4f?",
"sin",
null,
"shi"
],
[
"\u2d61\u2d30 \u2d5c\u2d30\u2d4e\u2d56\u2d30\u2d54\u2d5c \u2d4e\u2d30 \u2d37 \u2d53\u2d3d\u2d30\u2d4f \u2d5c\u2d59\u2d3d\u2d54\u2d5c?",
"sin",
null,
"shi"
],
[
"\u2d33\u2d4f! \u2d30\u2d37 \u2d30\u2d3d \u2d49\u2d59\u2d59\u2d33\u2d4f \u2d55\u2d31\u2d31\u2d49 \u2d49\u2d5c\u2d5c\u2d53 \u2d3d.",
"sin",
null,
"shi"
],
[
"\u2d30\u2d54\u2d54\u2d30\u2d61 \u2d4f \u2d4d\u2d40\u2d4e\u2d4e \u2d62\u2d53\u2d3d\u2d54 \u2d30\u2d56 \u2d49\u2d40\u2d37\u2d53\u2d4e\u2d4f \u2d4f\u2d4f\u2d56!",
"sin",
null,
"shi"
],
[
"\u2d30\u2d63\u2d53\u2d4d. \u2d4e\u2d30\u2d4e\u2d5b \u2d5c\u2d37\u2d4a\u2d49\u2d5c?",
"idj",
null,
"rif"
],
[
"\u2d30\u2d47\u2d4e\u2d4e\u2d53\u2d4e \u2d49\u2d47\u2d4f\u2d3b\u2d4f \u2d53\u2d54 \u2d5c \u2d5c\u2d5c\u2d49\u2d37\u2d3c\u2d4f \u2d49\u2d63\u2d30\u2d4f.",
"idj",
null,
"rif"
],
[
"\u2d47\u2d47\u2d49\u2d4e \u2d45 \u2d5c\u2d30\u2d37\u2d37\u2d30\u2d54\u2d5c \u2d4f\u2d4f\u2d5b!",
"idj",
null,
"rif"
],
[
"\u2d5c\u2d3b\u2d5c\u2d5c\u2d4f \u2d30\u2d33 \u2d61\u2d53\u2d5b\u2d5b\u2d4f, \u2d5c\u2d5c\u2d54\u2d53\u2d4f \u2d45 \u2d53\u2d4e\u2d3d\u2d59\u2d30.",
"idj",
null,
"rif"
]
],
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"eval_split_size": 0.01,
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"kernel_size_posterior_encoder": 5,
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"num_layers_posterior_encoder": 16,
"kernel_size_flow": 5,
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],
"resblock_dilation_sizes_decoder": [
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],
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],
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]
],
"upsample_rates_decoder": [
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],
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4
],
"periods_multi_period_discriminator": [
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3,
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7,
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],
"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": "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": 2,
"language_ids_file": "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,
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"lr_scheduler_gen": "ExponentialLR",
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"last_epoch": -1
},
"lr_scheduler_disc": "ExponentialLR",
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},
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"return_wav": true,
"use_weighted_sampler": false,
"weighted_sampler_attrs": {},
"weighted_sampler_multipliers": {},
"r": 1,
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"speakers_file": "speakers.pth",
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"language_ids_file": "language_ids.json",
"use_language_embedding": true,
"use_d_vector_file": false,
"d_vector_file": null,
"d_vector_dim": 0
} |