| { | |
| "output_path": "output_indic_fastpitch/hi", | |
| "logger_uri": null, | |
| "run_name": "hi_fastpitch_indictts_all_align_off", | |
| "project_name": "indic-fastpitch-stage2", | |
| "run_description": "align_off", | |
| "print_step": 100, | |
| "plot_step": 100, | |
| "model_param_stats": false, | |
| "wandb_entity": "indic-asr", | |
| "dashboard_logger": "wandb", | |
| "log_model_step": 10000, | |
| "save_step": 10000, | |
| "save_n_checkpoints": 1, | |
| "save_checkpoints": true, | |
| "save_all_best": false, | |
| "save_best_after": 10000, | |
| "target_loss": null, | |
| "print_eval": false, | |
| "test_delay_epochs": 0, | |
| "run_eval": true, | |
| "distributed_backend": "nccl", | |
| "distributed_url": "tcp://localhost:54321", | |
| "mixed_precision": true, | |
| "epochs": 1000, | |
| "batch_size": 32, | |
| "eval_batch_size": 32, | |
| "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 | |
| }, | |
| "lr_scheduler_aligner": "NoamLR", | |
| "lr_scheduler_aligner_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": 0, | |
| "num_eval_loader_workers": 0, | |
| "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": "en-us", | |
| "compute_input_seq_cache": false, | |
| "text_cleaner": "multilingual_cleaners", | |
| "enable_eos_bos_chars": false, | |
| "test_sentences_file": "", | |
| "phoneme_cache_path": "output_indic_fastpitch/hi/phoneme_cache", | |
| "characters": { | |
| "characters_class": "TTS.tts.models.vits.VitsCharacters", | |
| "vocab_dict": null, | |
| "pad": "<PAD>", | |
| "eos": "<EOS>", | |
| "bos": "<BOS>", | |
| "blank": "<BLNK>", | |
| "characters": " !,-.28:;?\u00a0\u0901\u0902\u0903\u0905\u0906\u0907\u0908\u0909\u090a\u090b\u090f\u0910\u0911\u0913\u0914\u0915\u0916\u0917\u0918\u0919\u091a\u091b\u091c\u091d\u091e\u091f\u0920\u0921\u0922\u0923\u0924\u0925\u0926\u0927\u0928\u092a\u092b\u092c\u092d\u092e\u092f\u0930\u0931\u0932\u0933\u0935\u0936\u0937\u0938\u0939\u093c\u093e\u093f\u0940\u0941\u0942\u0943\u0945\u0947\u0948\u0949\u094b\u094c\u094d\u0958\u0959\u095a\u095b\u095c\u095d\u095e\u0960\u200d\u200e\u2013", | |
| "punctuations": "!\u00a1'(),-.:;\u00bf? ", | |
| "phonemes": null, | |
| "is_unique": true, | |
| "is_sorted": true | |
| }, | |
| "add_blank": false, | |
| "batch_group_size": 0, | |
| "loss_masking": null, | |
| "sort_by_audio_len": true, | |
| "min_audio_len": 1, | |
| "max_audio_len": 441000, | |
| "min_text_len": 1, | |
| "max_text_len": 400, | |
| "compute_f0": true, | |
| "compute_linear_spec": false, | |
| "precompute_num_workers": 0, | |
| "start_by_longest": false, | |
| "datasets": [ | |
| { | |
| "name": "indictts", | |
| "path": "/home/ttsteam/datasets/indictts/hi", | |
| "meta_file_train": "metadata_train.csv", | |
| "ignored_speakers": null, | |
| "language": "hi", | |
| "meta_file_val": "metadata_test.csv", | |
| "meta_file_attn_mask": "" | |
| } | |
| ], | |
| "test_sentences": [ | |
| "\u092c\u093f\u0939\u093e\u0930, \u0930\u093e\u091c\u0938\u094d\u0925\u093e\u0928 \u0914\u0930 \u0909\u0924\u094d\u0924\u0930 \u092a\u094d\u0930\u0926\u0947\u0936 \u0938\u0947 \u0932\u0947\u0915\u0930 \u0939\u0930\u093f\u092f\u093e\u0923\u093e, \u092e\u0927\u094d\u092f \u092a\u094d\u0930\u0926\u0947\u0936 \u090f\u0935\u0902 \u0909\u0924\u094d\u0924\u0930\u093e\u0916\u0902\u0921 \u092e\u0947\u0902 \u0938\u0947\u0928\u093e \u092e\u0947\u0902 \u092d\u0930\u094d\u0924\u0940 \u0938\u0947 \u091c\u0941\u0921\u093c\u0940 '\u0905\u0917\u094d\u0928\u093f\u092a\u0925 \u0938\u094d\u0915\u0940\u092e' \u0915\u093e \u0935\u093f\u0930\u094b\u0927 \u091c\u093e\u0930\u0940 \u0939\u0948.", | |
| "\u0938\u0902\u092f\u0941\u0915\u094d\u0924 \u0905\u0930\u092c \u0905\u092e\u0940\u0930\u093e\u0924 \u092f\u093e\u0928\u0940 \u092f\u0942\u090f\u0908 \u0928\u0947 \u092c\u0941\u0927\u0935\u093e\u0930 \u0915\u094b \u090f\u0915 \u092b\u093c\u0948\u0938\u0932\u093e \u0932\u093f\u092f\u093e \u0915\u093f \u0905\u0917\u0932\u0947 \u091a\u093e\u0930 \u092e\u0939\u0940\u0928\u094b\u0902 \u0924\u0915 \u0935\u094b \u092d\u093e\u0930\u0924 \u0938\u0947 \u0916\u093c\u0930\u0940\u0926\u093e \u0939\u0941\u0906 \u0917\u0947\u0939\u0942\u0901 \u0915\u094b \u0915\u093f\u0938\u0940 \u0914\u0930 \u0915\u094b \u0928\u0939\u0940\u0902 \u092c\u0947\u091a\u0947\u0917\u093e." | |
| ], | |
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| "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": 101, | |
| "out_channels": 80, | |
| "hidden_channels": 512, | |
| "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", | |
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| "hidden_channels_ffn": 1024, | |
| "num_heads": 1, | |
| "num_layers": 6, | |
| "dropout_p": 0.1 | |
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| "decoder_type": "fftransformer", | |
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| "num_layers": 6, | |
| "dropout_p": 0.1 | |
| }, | |
| "detach_duration_predictor": false, | |
| "max_duration": 75, | |
| "num_speakers": 2, | |
| "use_speaker_embedding": true, | |
| "speakers_file": "hi_fastpitch_speakers.pth", | |
| "use_d_vector_file": false, | |
| "d_vector_dim": 512, | |
| "d_vector_file": null, | |
| "use_speaker_encoder_as_loss": false, | |
| "speaker_encoder_config_path": "", | |
| "speaker_encoder_model_path": "", | |
| "vocoder_path": null, | |
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| "use_separate_optimizers": false | |
| }, | |
| "return_wav": false, | |
| "num_speakers": 2, | |
| "speakers_file": "hi_fastpitch_speakers.pth", | |
| "use_speaker_embedding": true, | |
| "use_d_vector_file": false, | |
| "d_vector_file": "", | |
| "d_vector_dim": 512, | |
| "spec_loss_type": "mse", | |
| "duration_loss_type": "mse", | |
| "use_ssim_loss": false, | |
| "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, | |
| "spk_encoder_loss_alpha": 0.1, | |
| "binary_loss_warmup_epochs": 150, | |
| "aligner_epochs": 0, | |
| "min_seq_len": 13, | |
| "max_seq_len": 500000, | |
| "r": 1, | |
| "f0_cache_path": "output_indic_fastpitch/hi/f0_cache" | |
| } |