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README.md

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+## Music Source Separation in the Waveform Domain
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+This is the Demucs model, serialized from Facebook Research's pretrained models. 
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+From Facebook research:
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+    Demucs is based on U-Net convolutional architecture inspired by Wave-U-Net and SING, with GLUs, a BiLSTM between the encoder and decoder, specific initialization of weights and transposed convolutions in the decoder.
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+This is the `demucs_extra` version, meaning that is was trained on the MusDB dataset, along with 150 extra songs of data. 
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+See [facebookresearch's repository](https://github.com/facebookresearch/demucs) for more information on Demucs.