Highly Nonlinear Approximations for Sparse Signal Representation

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A simple scheme for compressing sparse approximation of melodic music.

The paper below produces the proof of concept of a simple scheme for compressing sparse approximation of melodic music. The merit of the scheme is illustated by comparison with the MP3 compression format, on a set of melodic clips executed by solo instruments and orchestras.

"A simple scheme for compressing sparse approximation of melodic music''
by Laura Rebollo-Neira and Ivandro Sanches

The routines for implementing the methods in the paper are available here.