Kohonen networks application in speech analysis algorithms

  • Authors:

  • Ireneusz Codello;WiesłAwa Kuniszyk-JóźKowiak;Adam Kobus

  • Affiliations:

  • Institute of Computer Science, Maria Curie-Skłodowska University, pl. M. Curie-Skłodowskiej 1, 20-031 Lublin, Poland;Institute of Computer Science, Maria Curie-Skłodowska University, pl. M. Curie-Skłodowskiej 1, 20-031 Lublin, Poland;Institute of Computer Science, Maria Curie-Skłodowska University, pl. M. Curie-Skłodowskiej 1, 20-031 Lublin, Poland

  • Venue:
  • Annales UMCS, Informatica
  • Year:
  • 2010

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Abstract

This article presents the Kohonen network application in the speech analysis. The Authors have modified the traditional Kohonen network learning process like weights initialization, neurons reduction and neurons sorting. The results will be presented using authors' program-"WaveBlaster".