SMALLbox

The SMALLbox, a test ground framework for sparse representation and dictionary learning.

K-SVD*

Implementation of the K-SVD algorithm (training a dictionary to lead to sparse representation) along with some demonstration of its use for denoising.

The Matching Pursuit ToolKit (MPTK)

MPTK provides a fast implementation of the Matching Pursuit algorithm for the sparse decomposition of multichannel signals. It comprises a C++ library, standalone command line utilities, and some scripts for running it and plotting the results through Matlab.

Audio Inpainting toolbox (new!)

A new toolbox for new audio applications: inpaint audio like you inpaint images!

* Note that this software is automatically downloaded and installed when using the SMALLbox, so it does not need installing separately in this case.