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Informed Group-Sparse Representation for Singing Voice Separation
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Informed Group-Sparse Representation for Singing Voice Separation
Tak-Shing Chan and Yi-Hsuan Yang
Music and Audio Computing Lab, Academia Sinica, Taiwan
To reproduce the results of T.-S. T. Chan and Y.-H. Yang, "In-
formed group-sparse representation for singing voice separation,"
Signal Processing Letters, 2016, please do the following:
1 Download the iKala dataset to the "Datasets\iKala" directory:
http://mac.citi.sinica.edu.tw/ikala/
2 Download the MUS dataset to the "Datasets\DSD100" directory:
http://liutkus.net/DSD100.zip
3 Run run_melodia.m to generate the vocal annotations for the
MUS dataset (requires MELODIA and Sonic Annotator)
4 To reproduce the experiments, run reproduce.m
5 The dictionaries have been pre-generated for your convenience.
To regenerate them, run gen_codebooks.m (requires SPAMS)
If you find this software useful, please cite our paper.
Tak-Shing Chan
Yi-Hsuan Yang
4 September 2016
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