Separation of Musical Instruments Using Correntropy

Abstract

Recently, a generalized correlation function called correntropy, extracting both the time structure and the statistical distribution of time series using kernel methods, have been proposed. In this work, the statistically independence criterion obtained using correntropy has been used in separation of different musical instrument samples playing the same note.