{ "output_path": "C:\\tts\\run\\training", "logger_uri": null, "run_name": "GPT_XTTS_v2.0_LJSpeech_FT-hi", "project_name": "XTTS_trainer", "run_description": "\n GPT XTTS training\n ", "print_step": 50, "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": 1, "save_checkpoints": true, "save_all_best": false, "save_best_after": 0, "target_loss": null, "print_eval": false, "test_delay_epochs": 0, "run_eval": false, "run_eval_steps": null, "distributed_backend": "nccl", "distributed_url": "tcp://localhost:54321", "mixed_precision": false, "precision": "fp16", "epochs": 1000, "batch_size": 2, "eval_batch_size": 2, "grad_clip": 0.0, "scheduler_after_epoch": true, "lr": 5e-06, "optimizer": "AdamW", "optimizer_params": { "betas": [ 0.9, 0.96 ], "eps": 1e-08, "weight_decay": 0.01 }, "lr_scheduler": "MultiStepLR", "lr_scheduler_params": { "milestones": [ 900000, 2700000, 5400000 ], "gamma": 0.5, "last_epoch": -1 }, "use_grad_scaler": false, "allow_tf32": false, "cudnn_enable": true, "cudnn_deterministic": false, "cudnn_benchmark": false, "training_seed": 1, "model": "xtts", "num_loader_workers": 2, "num_eval_loader_workers": 0, "use_noise_augment": false, "audio": { "sample_rate": 22050, "output_sample_rate": 24000, "dvae_sample_rate": 22050 }, "use_phonemes": false, "phonemizer": null, "phoneme_language": null, "compute_input_seq_cache": false, "text_cleaner": null, "enable_eos_bos_chars": false, "test_sentences_file": "", "phoneme_cache_path": null, "characters": null, "add_blank": false, "batch_group_size": 48, "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": "", "dataset_name": "", "path": "", "meta_file_train": "", "ignored_speakers": null, "language": "", "phonemizer": "", "meta_file_val": "", "meta_file_attn_mask": "" } ], "test_sentences": [ { "text": "\u0935\u0947 \u092f\u094b\u091c\u0928\u093e \u092c\u0928\u093e\u0924\u0947 \u0925\u0947, \u0915\u0941\u0932 \u0915\u093e\u092e \u0915\u0940 \u0932\u093e\u0917\u0924 \u0928\u093f\u0915\u093e\u0932\u0924\u0947 \u0925\u0947, \u0915\u093e\u092e \u092e\u0947\u0902 \u0932\u0917\u0928\u0947 \u0935\u093e\u0932\u0940 \u0938\u093e\u0930\u0940 \u0938\u093e\u092e\u0917\u094d\u0930\u0940 \u091c\u0941\u091f\u093e\u0924\u0947 \u0925\u0947 \u0914\u0930 \u0907\u0938 \u0938\u092c\u0915\u0947 \u092c\u0926\u0932\u0947 \u0935\u0947 \u0905\u092a\u0928\u0947 \u091c\u091c\u092e\u093e\u0928 \u0938\u0947 \u0910\u0938\u093e \u0915\u0941\u091b \u0928\u0939\u0940\u0902 \u092e\u093e\u0902\u0917 \u092c\u0948\u0920\u0924\u0947 \u0925\u0947, \u091c\u094b \u0935\u0947 \u0926\u0947 \u0928 \u092a\u093e\u090f\u0902\u0964 \u0932\u094b\u0917 \u092d\u0940 \u0910\u0938\u0947 \u0925\u0947 \u0915\u093f \u0909\u0928\u0938\u0947 \u091c\u094b \u0915\u0941\u091b \u092c\u0928\u0924\u093e,\u0935\u0947 \u0917\u091c\u0927\u0930 \u0915\u094b \u092d\u0947\u0902\u091f \u0915\u0930 \u0926\u0947\u0924\u0947\u0964", "speaker_wav": "c://tts//speakers-hi//common_voice_hi_26010592_mic1.flac", "language": "hi" }, { "text": "\u092a\u0938\u093f\u0916\u093e\u0908 \u091c\u093e\u0924\u0940 \u0925\u0940 \u0924\u094b \u0915\u0939\u0940\u0902 \u092f\u0939 \u091c\u093e\u0924 \u0938\u0947 \u0939\u091f \u0915\u0930 \u090f\u0915 \u0935\u093f\u0936\u0947\u0937 \u092a\u093e\u0902\u0924 \u092d\u0940 \u091c\u093e\u0924\u0940 \u0925\u0940\u0964 \u092c\u0928\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0932\u094b\u0917 \u0915\u0939\u0940\u0902 \u090f\u0915 \u091c\u0917\u0939 \u092c\u0938\u0947 \u092e\u093f\u0932\u0924\u0947 \u0925\u0947 \u0924\u094b \u0915\u0939\u0940\u0902 -\u0918\u0942\u092e \u0915\u0930 \u0907\u0938 \u0915\u093e\u092e \u0915\u094b \u0915\u0930\u0924\u0947 \u0925\u0947\u0964", "speaker_wav": "c://tts//speakers-hi//0045_078_mic1.flac", "language": "hi" }, { "text": "\u092a\u0938\u093f\u0916\u093e\u0908 \u091c\u093e\u0924\u0940 \u0925\u0940 \u0924\u094b \u0915\u0939\u0940\u0902 \u092f\u0939 \u091c\u093e\u0924 \u0938\u0947 \u0939\u091f \u0915\u0930 \u090f\u0915 \u0935\u093f\u0936\u0947\u0937 \u092a\u093e\u0902\u0924 \u092d\u0940 \u091c\u093e\u0924\u0940 \u0925\u0940\u0964 \u092c\u0928\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0932\u094b\u0917 \u0915\u0939\u0940\u0902 \u090f\u0915 \u091c\u0917\u0939 \u092c\u0938\u0947 \u092e\u093f\u0932\u0924\u0947 \u0925\u0947 \u0924\u094b \u0915\u0939\u0940\u0902 -\u0918\u0942\u092e \u0915\u0930 \u0907\u0938 \u0915\u093e\u092e \u0915\u094b \u0915\u0930\u0924\u0947 \u0925\u0947\u0964 I am the very model of a modern Major-General.", "speaker_wav": "c://tts//datasets//bilingual-f//wavs//multiLingual_002.wav", "language": "hi" }, { "text": "I am the very model of a modern Major-General. I've information vegetable, animal, and mineral. I know the kings of England, and I quote the fights historical; from Marathon to Waterloo, in order categorical", "speaker_wav": "C://tts//speakers-hi//common_voice_hi_27371998_mic1.flac", "language": "en" } ], "eval_split_max_size": 256, "eval_split_size": 1, "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, "model_args": { "gpt_batch_size": 1, "enable_redaction": false, "kv_cache": true, "gpt_checkpoint": "", "clvp_checkpoint": null, "decoder_checkpoint": null, "num_chars": 255, "tokenizer_file": "C:\\tts\\run\\training\\XTTS_v2.0_original_model_files/vocab.json", "gpt_max_audio_tokens": 605, "gpt_max_text_tokens": 402, "gpt_max_prompt_tokens": 70, "gpt_layers": 30, "gpt_n_model_channels": 1024, "gpt_n_heads": 16, "gpt_number_text_tokens": 6681, "gpt_start_text_token": 261, "gpt_stop_text_token": 0, "gpt_num_audio_tokens": 1026, "gpt_start_audio_token": 1024, "gpt_stop_audio_token": 1025, "gpt_code_stride_len": 1024, "gpt_use_masking_gt_prompt_approach": true, "gpt_use_perceiver_resampler": true, "input_sample_rate": 22050, "output_sample_rate": 24000, "output_hop_length": 256, "decoder_input_dim": 1024, "d_vector_dim": 512, "cond_d_vector_in_each_upsampling_layer": true, "duration_const": 102400, "min_conditioning_length": 66150, "max_conditioning_length": 132300, "gpt_loss_text_ce_weight": 0.01, "gpt_loss_mel_ce_weight": 1.0, "debug_loading_failures": false, "max_wav_length": 255995, "max_text_length": 512, "mel_norm_file": "C:\\tts\\run\\training\\XTTS_v2.0_original_model_files/mel_stats.pth", "dvae_checkpoint": "C:\\tts\\run\\training\\XTTS_v2.0_original_model_files/dvae.pth", "xtts_checkpoint": "C:\\tts\\run\\training\\XTTS_v2.0_original_model_files/model.pth", "vocoder": "" }, "model_dir": null, "languages": [ "en", "es", "fr", "de", "it", "pt", "pl", "tr", "ru", "nl", "cs", "ar", "zh-cn", "hu", "ko", "ja", "hi" ], "temperature": 0.85, "length_penalty": 1.0, "repetition_penalty": 2.0, "top_k": 50, "top_p": 0.85, "num_gpt_outputs": 1, "gpt_cond_len": 12, "gpt_cond_chunk_len": 4, "max_ref_len": 10, "sound_norm_refs": false, "optimizer_wd_only_on_weights": true, "weighted_loss_attrs": {}, "weighted_loss_multipliers": {}, "github_branch": "* dev" }