-
Notifications
You must be signed in to change notification settings - Fork 0
Polar n-Complex and n-Bicomplex Singular Value Decomposition and Principal Component Pursuit
License
takshingchan/tsp2016
Folders and files
Name | Name | Last commit message | Last commit date | |
---|---|---|---|---|
Repository files navigation
Polar n-Complex and n-Bicomplex Singular Value Decomposition and Principal Component Pursuit 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, "Polar n-complex and n-bicomplex singular value decomposition and prin- cipal component pursuit," IEEE Transactions on Signal Pro- cessing, 2016, please do the following. To reproduce the numerical simulations: 1 Download QTFM 2.2 to the "qtfm" directory: http://qtfm.sourceforge.net/ 2 Download spl2016 to the "spl2016" directory: http://mac.citi.sinica.edu.tw/ikala/code/spl2016.zip 3 Run phasetrans.m on MATLAB R2012b (as later versions use xGESDD which may not converge in some cases) To reproduce the experiments: 1 Download the MUS dataset to the "Datasets\MSD100" directory: http://corpus-search.nii.ac.jp/sisec/2015/MUS/MSD100_2.zip 2 Download the SMARD dataset to the "Datasets\smard" directory (we only need 0020, 0021, 0120, 0121, 1020, 1021, 1120, 1121, 2020, 2021, 2120, and 2121): http://www.smard.es.aau.dk/ 3 Run reproduce.m To use polar n-complex and n-bicomplex principal component pur- suit in your own project: 1 Copy ialm_pbpcp.m, prox.m and tabs.m to your project directory 2 Call ialm_pbpcp from your code If you find this software useful, please cite our paper. Tak-Shing Chan Yi-Hsuan Yang 16 July 2016
About
Polar n-Complex and n-Bicomplex Singular Value Decomposition and Principal Component Pursuit
Resources
License
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published