Musical Instrument Classification using Higher Order Spectra and Hierarchical Taxonomies

Abstract

In this paper classification of musical instruments is done using higher order spectra using different hierarchical taxonomies. Since last three decades higher order statistics techniques have been developed but until not applied to musical instrument classification. Present work uses higher order spectra to detect and quantify non gaussianity and nonlinearity along with MFCC. General Terms Pattern Recognition, Hierarchical classification