Compressed Sensing for De-noising Audio Signals

Applied Compressed Sensing (CS) Techniques to get a sparse approximation of an audio signal in the frequency domain for denoising by posing it as an L1 convex optimization problem. Done under the guidance of Prof. Rachel K, for the course EE5121 – Convex Optimization.