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Exp19.json
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Exp19.json
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{
"PATHS":{
"main_path":"models_/",
"tf_records_training_path":"train_8192_0/",
"tf_records_test_path":"test_8192_0/",
"database_folder_path":"LibriSpeech/",
"npy_database_path":"VAD_16384/VAD_speakers_with_gender_500_16384.npy"
},
"DATA_GENERATOR":{
"sample_rate":16000,
"stft_nperseg":512,
"stft_noverlap":256,
"stft_window":8192,
"n_speakers_train":50,
"n_repeated_speakers_train":40,
"max_speakers_train":4,
"min_speakers_train":2,
"n_speakers_test":200,
"files_per_speaker_test":10,
"n_speakers_test_eval":100,
"max_speakers_test":4,
"min_speakers_test":2,
"phase_diff_threshold":60,
"training_buffer_size":1,
"nframes":1024,
"microphones_train":2,
"microphones_test":2
},
"TRAINING": {
"network":"ChimeraNetwork",
"globa_steps":750,
"n_epochs":3,
"batch_size":100,
"display_step":100 ,
"num_hidden":500,
"layers":4,
"d_vector":10,
"alpha":0.5,
"load_session":"false",
"activation_function":"tanh",
"opt_params":{
"optimizer":"RMSProp",
"learning_rate":0.00001,
"momentum": 0.9
}
}
}