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config.json
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{
"model":{
"regularization":{
"encoder_convolution_dropout": 0.5,
"encoder_lstm_zoneout": 0.1,
"decoder_prenet_dropout": 0.5,
"decoder_lstm_zoneout": 0.1,
"decoder_projection_dropout": 0.5,
"postnet_convolution_dropout": 0.5
}
},
"data":{
"wav_sample_rate": 16000,
"frame_length": 1024,
"frame_step": 512,
"fft_length": 1024,
"num_mel_bins": 64,
"lower_edge_hertz": 80.0,
"upper_edge_hertz": 7600.0,
"num_csv_header_lines": 1,
"csv_columns": ["text","audio_path"],
"csv_column_defaults": [[""], [""]],
"start_token": -1.0,
"end_token": -2.0
},
"hyper_params":{
"epochs": 50,
"batch_size": 4,
"starting_learning_rate": 0.001,
"learning_rate_schedule": "t",
"optimizer": "ADAM"
},
"general":{
"data_root": "",
"input_csv": "sample_data/sample_data.csv"
}
}