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config.json
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config.json
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{
"PATHS":{
"directory_train":"dataset_train",
"directory_valid":"dataset_valid",
"directory_test":"dataset_test",
"file_train":"train_speakers.txt",
"file_valid":"valid_speakers.txt",
"file_test":"test_speakers.txt",
"path_weights":"",
"data_vad_train_start":"",
"data_vad_train_end":"",
"data_vad_valid_start":"",
"data_vad_valid_end":"",
"data_vad_test_start":"",
"data_vad_test_end":""
},
"TRAINING": {
"batch_size":50,
"num_epochs":10,
"learning_rate":0.01,
"type_opt":"grad",
"architecture": "VGG11",
"pool_layers":5,
"channels":1,
"label":2,
"restore_weights":"False"
},
"DATA_GENERATOR":{
"data_type":"EmphSpec",
"window":1,
"sample_rate":16000,
"nperseg":0.025,
"noverlap":0.015,
"nfft":400,
"rounds_train":259,
"rounds_valid":17,
"rounds_test":17,
"num_train_files":16,
"num_valid_files":8,
"num_test_files":8,
"n_row_tf_record":1000
}
}