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preset parameters for DeepVoice3 + WaveNet
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r9y9 committed May 1, 2018
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65 changes: 65 additions & 0 deletions presets/deepvoice3_ljspeech_wavenet.json
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{
"name": "deepvoice3",
"frontend": "en",
"replace_pronunciation_prob": 0.5,
"builder": "deepvoice3",
"n_speakers": 1,
"speaker_embed_dim": 16,
"num_mels": 80,
"fmin": 125,
"fmax": 7600,
"fft_size": 1024,
"hop_size": 256,
"sample_rate": 22050,
"preemphasis": 0.0,
"min_level_db": -100,
"ref_level_db": 20,
"rescaling": true,
"rescaling_max": 0.999,
"allow_clipping_in_normalization": true,
"downsample_step": 1,
"outputs_per_step": 4,
"embedding_weight_std": 0.1,
"speaker_embedding_weight_std": 0.01,
"padding_idx": 0,
"max_positions": 2048,
"dropout": 0.050000000000000044,
"kernel_size": 3,
"text_embed_dim": 256,
"encoder_channels": 512,
"decoder_channels": 256,
"converter_channels": 256,
"query_position_rate": 1.0,
"key_position_rate": 1.385,
"key_projection": true,
"value_projection": false,
"use_memory_mask": true,
"trainable_positional_encodings": false,
"freeze_embedding": false,
"use_decoder_state_for_postnet_input": true,
"pin_memory": true,
"num_workers": 2,
"masked_loss_weight": 0.5,
"priority_freq": 3000,
"priority_freq_weight": 0.0,
"binary_divergence_weight": 0.1,
"use_guided_attention": true,
"guided_attention_sigma": 0.2,
"batch_size": 16,
"adam_beta1": 0.5,
"adam_beta2": 0.9,
"adam_eps": 1e-06,
"initial_learning_rate": 0.0005,
"lr_schedule": "noam_learning_rate_decay",
"lr_schedule_kwargs": {},
"nepochs": 2000,
"weight_decay": 0.0,
"clip_thresh": 0.1,
"checkpoint_interval": 10000,
"eval_interval": 10000,
"save_optimizer_state": true,
"force_monotonic_attention": true,
"window_ahead": 3,
"window_backward": 1,
"power": 1.4
}

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