config.json

{
  "VALIDATION": {
    "decrease_ratio": 0.98
  },
  "LOG": {
    "show_model_structure": 0,
    "every_n": 10
  },
  "SUBBAND": {
    "number": 8
  },
  "MODEL": {
    "PRE-TRAINED": {
      "start_point": 0,
      "load_model_path": "./saved_models/1_2020_5_27__unet_2conv_spleeter_sf610200_l1_l2_l3__BD_True_lr0001_bs4-1_fl3_ss45000_97lnu4fshift8flength32drop0split_bandTrue_4"
    },
    "sources": 2,
    "model_name": "MDenseNet"
  },
  "PATH": {
    "MUSDB18_PATH": "/Users/liuhaohe/College/Experiments/music separation/outputs/listener/musdb18hq_splited",
    "additional_data": {
      "additional_vocal_path": [],
      "additional_accompaniments_path": []
    }
  },
  "TRAIN": {
    "device_str": "cpu",
    "dropout": 0.2,
    "epoches": 3000,
    "accumulation_step": 5,
    "frame_length": 1,
    "batchsize": 4,
    "learning_rate": {
      "gamma_decrease": 0.97,
      "initial": 0.001
    },
    "loss": [
      "l1",
      "l2",
      "l3"
    ]
  }
}