Radial / Elliptical Basis Function Neural Networks for Timbre Classification

  • Tae Hong Park Perry Cook
  • Published 2005


This paper outlines a RBF/EBF neural network approach for automatic musical instrument classification using salient feature extraction techniques with a combination of supervised and unsupervised learning schemes. 829 monophonic sound examples (86% Siedlaczek Library [2], 14% other sources) from the string, brass, and woodwind families with a variety of… (More)

17 Figures and Tables


  • Presentations referencing similar topics