Sparsity and cosparsity for audio declipping: a flexible non-convex approach

Srđan Kitić, Nancy Bertin, Rémi Gribonval

This work investigates the empirical performance of the sparse synthesis versus sparse analysis regularization for the ill-posed inverse problem of audio declipping. We develop a v…