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| "output_path": "output_indic_fastpitch/gu", | |
| "logger_uri": null, | |
| "run_name": "gu_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, | |
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| "target_loss": null, | |
| "print_eval": false, | |
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| "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": { | |
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| 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, | |
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| "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/gu/phoneme_cache", | |
| "characters": { | |
| "characters_class": "TTS.tts.models.vits.VitsCharacters", | |
| "vocab_dict": null, | |
| "pad": "<PAD>", | |
| "eos": "<EOS>", | |
| "bos": "<BOS>", | |
| "blank": "<BLNK>", | |
| "characters": " !',-.:;?m\u00a0\u0964\u0a81\u0a82\u0a83\u0a85\u0a86\u0a87\u0a88\u0a89\u0a8a\u0a8b\u0a8d\u0a8f\u0a90\u0a91\u0a93\u0a94\u0a95\u0a96\u0a97\u0a98\u0a9a\u0a9b\u0a9c\u0a9d\u0a9e\u0a9f\u0aa0\u0aa1\u0aa2\u0aa3\u0aa4\u0aa5\u0aa6\u0aa7\u0aa8\u0aaa\u0aab\u0aac\u0aad\u0aae\u0aaf\u0ab0\u0ab2\u0ab3\u0ab5\u0ab6\u0ab7\u0ab8\u0ab9\u0abe\u0abf\u0ac0\u0ac1\u0ac2\u0ac3\u0ac4\u0ac5\u0ac7\u0ac8\u0ac9\u0acb\u0acc\u0acd\u0ad0\u0ae0\u0ae7\u0ae8\u0aea\u0aeb\u200c\u2013\u2018\u2019\u2026\ufeff", | |
| "punctuations": "!\u00a1'(),-.:;\u00bf? ", | |
| "phonemes": null, | |
| "is_unique": true, | |
| "is_sorted": true | |
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| "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/gu", | |
| "meta_file_train": "metadata_train.csv", | |
| "ignored_speakers": null, | |
| "language": "gu", | |
| "meta_file_val": "metadata_test.csv", | |
| "meta_file_attn_mask": "" | |
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| ], | |
| "test_sentences": [ | |
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| "language_weighted_sampler_alpha": 1.0, | |
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| "length_weighted_sampler_alpha": 1.0, | |
| "base_model": "forward_tts", | |
| "model_args": { | |
| "num_chars": 102, | |
| "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, | |
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| "num_layers": 6, | |
| "dropout_p": 0.1 | |
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| }, | |
| "detach_duration_predictor": false, | |
| "max_duration": 75, | |
| "num_speakers": 2, | |
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| "speakers_file": "gu_fastpitch_speakers.pth", | |
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| "d_vector_file": null, | |
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| "vocoder_path": null, | |
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| "return_wav": false, | |
| "num_speakers": 2, | |
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| "d_vector_file": "", | |
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| "aligner_loss_alpha": 1.0, | |
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| "r": 1, | |
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| } |