Separating mixed signals with Independent Component Analysis

Image modified from garageband

The world around is a dynamic mixture of signals from various sources. Just like the colors in the above picture blend into one another, giving rise to new shades and tones, everything we perceive is a fusion of simpler components. Most of the time we are not even aware that the world around us is such a chaotic intermix of independent processes. Only in situations where different…