Exp21.json

{
  "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":40,
    "alpha":0.5,
    "load_session":"false",
    "activation_function":"tanh",
    "opt_params":{
      "optimizer":"RMSProp",
      "learning_rate":0.00001,
      "momentum": 0.9
    }
  }
}