barghavani's picture
Update remote/config.json
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{
"output_path": "runs",
"logger_uri": null,
"run_name": "persian-tts-vits-grapheme-cv15-multispeaker-2Nov",
"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": 1000,
"save_step": 1000,
"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": 1000,
"distributed_backend": "nccl",
"distributed_url": "tcp://localhost:54321",
"mixed_precision": false,
"precision": "fp16",
"epochs": 1000,
"batch_size": 8,
"eval_batch_size": 4,
"grad_clip": [
1000,
1000
],
"scheduler_after_epoch": true,
"lr": 0.001,
"optimizer": "AdamW",
"optimizer_params": {
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0.8,
0.99
],
"eps": 1e-09,
"weight_decay": 0.01
},
"lr_scheduler": null,
"lr_scheduler_params": {},
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"allow_tf32": false,
"cudnn_enable": true,
"cudnn_deterministic": false,
"cudnn_benchmark": false,
"training_seed": 54321,
"model": "vits",
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"num_eval_loader_workers": 8,
"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": "basic_cleaners",
"enable_eos_bos_chars": false,
"test_sentences_file": "",
"phoneme_cache_path": "cache/phoneme_cache_grapheme_azure-2",
"characters": {
"characters_class": "TTS.tts.models.vits.VitsCharacters",
"vocab_dict": null,
"pad": "<PAD>",
"eos": "<EOS>",
"bos": "<BOS>",
"blank": "<BLNK>",
"characters": "\u0621\u0627\u0628\u062a\u062b\u062c\u062d\u062e\u062f\u0630\u0631\u0632\u0633\u0634\u0635\u0636\u0637\u0638\u0639\u063a\u0641\u0642\u0644\u0645\u0646\u0647\u0648\u064a\u0650\u067e\u0686\u0698\u06a9\u06af\u06cc\u0622\u0623\u0624\u0625\u0626\u064b\u064e\u064f\u0651",
"punctuations": "!(),-.:;? \u0320\u060c\u061b\u061f\u200c<>\u066b",
"phonemes": "\u02c8\u02cc\u02d0\u02d1pbtd\u0288\u0256c\u025fk\u0261q\u0262\u0294\u0274\u014b\u0272\u0273n\u0271m\u0299r\u0280\u2c71\u027e\u027d\u0278\u03b2fv\u03b8\u00f0sz\u0283\u0292\u0282\u0290\u00e7\u029dx\u0263\u03c7\u0281\u0127\u0295h\u0266\u026c\u026e\u028b\u0279\u027bj\u0270l\u026d\u028e\u029faegiouwy\u026a\u028a\u0329\u00e6\u0251\u0254\u0259\u025a\u025b\u025d\u0268\u0303\u0289\u028c\u028d0123456789\"#$%*+/=ABCDEFGHIJKLMNOPRSTUVWXYZ[]^_{}\u06f1\u06f2\u06f3\u06f4\u06f5\u06f6\u06f7\u06f8\u06f9\u06f0",
"is_unique": true,
"is_sorted": true
},
"add_blank": true,
"batch_group_size": 16,
"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": "common_voice",
"dataset_name": "",
"path": "/home/bargh1/TTS/datasets",
"meta_file_train": "train.tsv",
"ignored_speakers": null,
"language": "",
"phonemizer": "",
"meta_file_val": "",
"meta_file_attn_mask": ""
}
],
"test_sentences": [
[
"\u0632\u06cc\u0646 \u0647\u0645\u0631\u0647\u0627\u0646 \u0633\u0633\u062a \u0639\u0646\u0627\u0635\u0631\u060c \u062f\u0644\u0645 \u06af\u0631\u0641\u062a."
],
[
"\u0628\u06cc\u0627 \u062a\u0627 \u06af\u0644 \u0628\u0631\u0627\u0641\u0634\u0627\u0646\u06cc\u0645 \u0648 \u0645\u06cc \u062f\u0631 \u0633\u0627\u063a\u0631 \u0627\u0646\u062f\u0627\u0632\u06cc\u0645."
],
[
"\u0628\u0646\u06cc \u0622\u062f\u0645 \u0627\u0639\u0636\u0627\u06cc \u06cc\u06a9 \u067e\u06cc\u06a9\u0631\u0646\u062f, \u06a9\u0647 \u062f\u0631 \u0622\u0641\u0631\u06cc\u0646\u0634 \u0632 \u06cc\u06a9 \u06af\u0648\u0647\u0631\u0646\u062f."
],
[
"\u0633\u0647\u0627\u0645 \u0632\u0646\u062f\u06af\u06cc \u0628\u0647 10 \u062f\u0631\u0635\u062f \u0648 \u0633\u0647\u0627\u0645 \u0628\u06cc\u062a\u06a9\u0648\u06cc\u0646 \u06af\u0648\u06af\u0644 \u0628\u0647 33 \u062f\u0631\u0635\u062f \u0627\u0641\u0632\u0627\u06cc\u0634 \u06cc\u0627\u0641\u062a."
],
[
"\u0645\u0646 \u0628\u0648\u062f\u0645 \u0648 \u0622\u0628\u062c\u06cc \u0641\u0648\u062a\u06cc\u0646\u0627\u060c \u0648 \u062d\u0627\u0644\u0627 \u0631\u067e\u062a\u06cc \u067e\u062a\u06cc\u0646\u0627. \u0627\u06cc\u0646 \u0634\u0639\u0631 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0634\u0639\u0627\u0631 \u0645\u0639\u0631\u0648\u0641 \u0631\u0648 \u062d\u0648\u0636\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u06a9\u0648\u0686\u0647 \u0628\u0627\u0632\u0627\u0631 \u062a\u0647\u0631\u0627\u0646 \u0632\u0645\u0632\u0645\u0647 \u0645\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a."
],
[
"\u06cc\u0647 \u062f\u0648 \u062f\u0642\u0647 \u0647\u0645 \u0628\u0647 \u062d\u0631\u0641\u0645 \u06af\u0648\u0634 \u06a9\u0646\u060c \u0646\u06af\u0648 \u0646\u06af\u0648\u0634\u06cc\u062f\u0645 \u0648 \u0646\u062d\u0631\u0641\u06cc\u062f\u06cc."
],
[
"\u062f\u0627\u0633\u062a\u0627\u0646 \u0628\u0627 \u062a\u0648\u0635\u06cc\u0641 \u0637\u0648\u0641\u0627\u0646\u200c\u0647\u0627\u06cc \u0634\u062f\u06cc\u062f \u0622\u063a\u0627\u0632 \u0645\u06cc\u200c\u0634\u0648\u062f\u061b \u0637\u0648\u0641\u0627\u0646\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0632\u0631\u0639\u0647\u200c\u0647\u0627 \u0631\u0627 \u0627\u0632 \u0628\u06cc\u0646 \u0645\u06cc\u200c\u0628\u0631\u062f \u0648 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0631\u0627 \u0632\u06cc\u0631 \u0634\u0646 \u062f\u0641\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f\u061b \u0645\u062d\u0635\u0648\u0644\u0627\u062a\u06cc \u06a9\u0647 \u0632\u0646\u062f\u06af\u06cc \u0627\u0641\u0631\u0627\u062f \u0628\u0633\u06cc\u0627\u0631\u06cc \u0628\u0647 \u0622\u0646 \u0648\u0627\u0628\u0633\u062a\u0647 \u0627\u0633\u062a."
]
],
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"speaker_weighted_sampler_alpha": 1.0,
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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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"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",
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3,
7,
11
],
"resblock_dilation_sizes_decoder": [
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1,
3,
5
],
[
1,
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],
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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,
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],
"use_sdp": false,
"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": true,
"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": {
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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": 161,
"use_speaker_embedding": true,
"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
}