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{
"train_csv": "path/to/train.csv",
"validation_csv": "path/to/test.csv",
"model_dir": "2stems",
"mix_name": "mix",
"instrument_list": ["vocals", "accompaniment"],
"sample_rate":44100,
"frame_length":4096,
"frame_step":1024,
"T":512,
"F":1024,
"n_channels":2,
"separation_exponent":2,
"mask_extension":"zeros",
"learning_rate": 1e-4,
"batch_size":4,
"training_cache":"training_cache",
"validation_cache":"validation_cache",
"train_max_steps": 1000000,
"throttle_secs":300,
"random_seed":0,
"save_checkpoints_steps":150,
"save_summary_steps":5,
"model":{
"type":"unet.unet",
"params":{}
}
}