1. Introduction
The use of digital music on internet is increasing day by day. It would be difficult to choose and classify which music and sound to listen from large database. It would be a great help to musicians to provide Music search engine which classify their music sound to listen. In this paper, Musical instrument classification and recognition has been implemented using Higher Order Spectra and other conventional features using Self Organizing Map supervised neural network.