Radial / Elliptical Basis Function Neural Networks for Timbre Classification

@inproceedings{Park2005RadialE,
  title={Radial / Elliptical Basis Function Neural Networks for Timbre Classification},
  author={Tae Hong Park and Perry Cook},
  year={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… CONTINUE READING