doiSerbia

Neural networks used for speech recognition

Gevaert Wouter (Department of Electronics-ICT, University College West Flanders, Graaf Karel De Goedelaan, Kortrijk, Belgium + Video Coding & Architectures Research group, University of Technology of Eindhoven, Eindhoven, The Netherlands)
Tsenov Georgi (Department Theory of Electrical Engineering, Technical University of Sofia, Sofia, Bulgaria)
Mladenov Valeri (Department Theory of Electrical Engineering, Technical University of Sofia, Sofia, Bulgaria)

In this paper is presented an investigation of the speech recognition classification performance. This investigation on the speech recognition classification performance is performed using two standard neural networks structures as the classifier. The utilized standard neural network types include Feed-forward Neural Network (NN) with back propagation algorithm and a Radial Basis Functions Neural Networks.

Keywords: speech recognition, neural networks, feed forward neural networks, radial basis functions neural networks