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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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