Created
October 13, 2021 12:38
-
-
Save KakoozaJerry/bf38db068c8f9699d06d7b8adef0b74c to your computer and use it in GitHub Desktop.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
{ | |
"model": "Tacotron2", | |
"run_name": "DAY7", | |
"run_description": "tacotron2 with double decoder consistency.", | |
"epochs": 10000, | |
"batch_size": 32, | |
"eval_batch_size": 16, | |
"mixed_precision": false, | |
"scheduler_after_epoch": false, | |
"run_eval": true, | |
"test_delay_epochs": 10, | |
"print_eval": false, | |
"dashboard_logger": "tensorboard", | |
"print_step": 25, | |
"plot_step": 100, | |
"model_param_stats": false, | |
"project_name": null, | |
"log_model_step": null, | |
"wandb_entity": null, | |
"save_step": 1000, | |
"checkpoint": true, | |
"keep_all_best": false, | |
"keep_after": 10000, | |
"num_loader_workers": 4, | |
"num_eval_loader_workers": 0, | |
"use_noise_augment": false, | |
"output_path": "/content/drive/MyDrive/Emergent/train/Day7", | |
"distributed_backend": "gloo", | |
"distributed_url": "tcp://localhost:54321", | |
"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": 0.98, | |
"ref_level_db": 20, | |
"do_sound_norm": false, | |
"log_func": "np.log10", | |
"do_trim_silence": true, | |
"trim_db": 45, | |
"power": 1.5, | |
"griffin_lim_iters": 60, | |
"num_mels": 80, | |
"mel_fmin": 50.0, | |
"mel_fmax": 7600.0, | |
"spec_gain": 1, | |
"do_amp_to_db_linear": true, | |
"do_amp_to_db_mel": true, | |
"signal_norm": true, | |
"min_level_db": -100, | |
"symmetric_norm": true, | |
"max_norm": 4.0, | |
"clip_norm": true | |
}, | |
"use_phonemes": false, | |
"use_espeak_phonemes": true, | |
"phoneme_language": "en-us", | |
"compute_input_seq_cache": true, | |
"text_cleaner": "phoneme_cleaners", | |
"enable_eos_bos_chars": false, | |
"test_sentences_file": null, | |
"phoneme_cache_path": "DEFINE THIS", | |
"characters": { | |
"pad": "_", | |
"eos": "~", | |
"bos": "^", | |
"characters": "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz!'(),-.:;? ", | |
"punctuations": "!'(),-.:;? ", | |
"phonemes": "iy\u0268\u0289\u026fu\u026a\u028f\u028ae\u00f8\u0258\u0259\u0275\u0264o\u025b\u0153\u025c\u025e\u028c\u0254\u00e6\u0250a\u0276\u0251\u0252\u1d7b\u0298\u0253\u01c0\u0257\u01c3\u0284\u01c2\u0260\u01c1\u029bpbtd\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\u029f\u02c8\u02cc\u02d0\u02d1\u028dw\u0265\u029c\u02a2\u02a1\u0255\u0291\u027a\u0267\u02b2\u025a\u02de\u026b", | |
"unique": true | |
}, | |
"batch_group_size": 4, | |
"loss_masking": true, | |
"sort_by_audio_len": false, | |
"min_seq_len": 6, | |
"max_seq_len": 180, | |
"compute_f0": false, | |
"compute_linear_spec": false, | |
"add_blank": false, | |
"datasets": [ | |
{ | |
"name": "ljspeech", | |
"path": "/content/drive/MyDrive/Emergent/recorded_dataset/dataset/total_dataset_as_of_day_7/LJSpeech-1.1/", | |
"meta_file_train": "metadata.csv", | |
"ununsed_speakers": null, | |
"meta_file_val": null, | |
"meta_file_attn_mask": "" | |
} | |
], | |
"optimizer": "RAdam", | |
"optimizer_params": { | |
"betas": [ | |
0.9, | |
0.998 | |
], | |
"weight_decay": 1e-06 | |
}, | |
"lr_scheduler": "NoamLR", | |
"lr_scheduler_params": { | |
"warmup_steps": 4000 | |
}, | |
"test_sentences": [ | |
"It took me quite a long time to develop a voice, and now that I have it I'm not going to be silent.", | |
"Be a voice, not an echo.", | |
"I'm sorry Dave. I'm afraid I can't do that.", | |
"This cake is great. It's so delicious and moist.", | |
"Prior to November 22, 1963." | |
], | |
"use_speaker_embedding": false, | |
"use_d_vector_file": false, | |
"d_vector_dim": null, | |
"use_gst": false, | |
"gst": { | |
"gst_style_input_wav": null, | |
"gst_style_input_weights": null, | |
"gst_embedding_dim": 256, | |
"gst_use_speaker_embedding": false, | |
"gst_num_heads": 4, | |
"gst_num_style_tokens": 10 | |
}, | |
"gst_style_input": null, | |
"num_speakers": 1, | |
"num_chars": 0, | |
"r": 6, | |
"gradual_training": [ | |
[ | |
0, | |
6, | |
32 | |
], | |
[ | |
10000, | |
4, | |
32 | |
], | |
[ | |
50000, | |
3, | |
32 | |
], | |
[ | |
100000, | |
2, | |
32 | |
] | |
], | |
"memory_size": -1, | |
"prenet_type": "original", | |
"prenet_dropout": true, | |
"prenet_dropout_at_inference": false, | |
"stopnet": true, | |
"separate_stopnet": true, | |
"stopnet_pos_weight": 15.0, | |
"max_decoder_steps": 1000, | |
"encoder_in_features": 512, | |
"decoder_in_features": 512, | |
"decoder_output_dim": 80, | |
"out_channels": 80, | |
"attention_type": "original", | |
"attention_heads": null, | |
"attention_norm": "sigmoid", | |
"attention_win": false, | |
"windowing": false, | |
"use_forward_attn": false, | |
"forward_attn_mask": false, | |
"transition_agent": false, | |
"location_attn": true, | |
"bidirectional_decoder": false, | |
"double_decoder_consistency": true, | |
"ddc_r": 6, | |
"speaker_embedding_dim": 512, | |
"d_vector_file": false, | |
"lr": 0.001, | |
"grad_clip": 0.05, | |
"seq_len_norm": false, | |
"decoder_loss_alpha": 0.25, | |
"postnet_loss_alpha": 0.25, | |
"postnet_diff_spec_alpha": 0.25, | |
"decoder_diff_spec_alpha": 0.25, | |
"decoder_ssim_alpha": 0.25, | |
"postnet_ssim_alpha": 0.25, | |
"ga_alpha": 5.0 | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment