TTS/recipes/ljspeech/tacotron2-DDC/tacotron2-DDC.json

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{
"datasets": [
{
"name": "ljspeech",
"path": "DEFINE THIS",
"meta_file_train": "metadata.csv",
"meta_file_val": null
}
],
"audio": {
"fft_size": 1024,
"win_length": 1024,
"hop_length": 256,
"frame_length_ms": null,
"frame_shift_ms": null,
"sample_rate": 22050,
"preemphasis": 0.0,
"ref_level_db": 20,
"do_trim_silence": true,
"trim_db": 60,
"power": 1.5,
"griffin_lim_iters": 60,
"num_mels": 80,
"mel_fmin": 50.0,
"mel_fmax": 7600.0,
"spec_gain": 1,
"signal_norm": true,
"min_level_db": -100,
"symmetric_norm": true,
"max_norm": 4.0,
"clip_norm": true,
"stats_path": "scale_stats.npy"
},
"gst":{
"gst_embedding_dim": 256,
"gst_num_heads": 4,
"gst_num_style_tokens": 10
},
"model": "Tacotron2",
"run_name": "ljspeech-ddc",
"run_description": "tacotron2 with double decoder consistency.",
"batch_size": 64,
"eval_batch_size": 16,
"mixed_precision": true,
"loss_masking": true,
"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,
"stopnet_pos_weight": 15.0,
"run_eval": true,
"test_delay_epochs": 10,
"test_sentences_file": null,
"noam_schedule": true,
"grad_clip": 0.05,
"epochs": 1000,
"lr": 0.001,
"wd": 1e-06,
"warmup_steps": 4000,
"memory_size": -1,
"prenet_type": "original",
"prenet_dropout": true,
"attention_type": "original",
"location_attn": true,
"double_decoder_consistency": true,
"ddc_r": 6,
"attention_norm": "sigmoid",
"r": 6,
"gradual_training": [[0, 6, 64], [10000, 4, 32], [50000, 3, 32], [100000, 2, 32]],
"stopnet": true,
"separate_stopnet": true,
"print_step": 25,
"tb_plot_step": 100,
"print_eval": false,
"save_step": 10000,
"checkpoint": true,
"text_cleaner": "phoneme_cleaners",
"num_loader_workers": 4,
"num_val_loader_workers": 4,
"batch_group_size": 4,
"min_seq_len": 6,
"max_seq_len": 180,
"compute_input_seq_cache": true,
"output_path": "DEFINE THIS",
"phoneme_cache_path": "DEFINE THIS",
"use_phonemes": false,
"phoneme_language": "en-us"
}