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31 lines
818 B
31 lines
818 B
{
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"train_csv": "path/to/train.csv",
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"validation_csv": "path/to/test.csv",
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"model_dir": "5stems",
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"mix_name": "mix",
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"instrument_list": ["vocals", "piano", "drums", "bass", "other"],
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"sample_rate":44100,
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"frame_length":4096,
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"frame_step":1024,
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"T":512,
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"F":1536,
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"n_channels":2,
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"separation_exponent":2,
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"mask_extension":"zeros",
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"learning_rate": 1e-4,
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"batch_size":4,
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"training_cache":"training_cache",
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"validation_cache":"validation_cache",
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"train_max_steps": 2500000,
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"throttle_secs":600,
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"random_seed":8,
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"save_checkpoints_steps":300,
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"save_summary_steps":5,
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"model":{
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"type":"unet.softmax_unet",
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"params":{
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"conv_activation":"ELU",
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"deconv_activation":"ELU"
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}
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}
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}
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