Neural Network Modeling of Speech and Music Signals

  title={Neural Network Modeling of Speech and Music Signals},
  author={Axel Robel},
Time series prediction is one of the major applications of neural networks. After a short introduction into the basic theoretical foundations we argue that the iterated prediction of a dynamical system may be interpreted as a model of the system dynamics. By means of RBF neural networks we describe a modeling approach and extend it to be able to model instationary systems. As a practical test for the capabilities of the method we investigate the modeling of musical and speech signals and… CONTINUE READING


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