Abstract

An approach combining a simple local representation method with a k-nearest neighbors-based direct voting scheme is proposed for speaker recognition. This approach rises computational problems that we effectively solved through an approximate fast k-nearest neighbors search technique. Experimental results with the EuTrans and SIVAspeech databases are reported showing the effectiveness of the proposed approach.

Keywords

Speaker Recognition Local Features Nearest Neighbor 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2004

Authors and Affiliations

  • Roberto Paredes
    • 1
  • Enrique Vidal
    • 1
  • Francisco Casacuberta
    • 1
  1. 1.Instituto Tecnológico de Informática, Departamento de Sistemas Informáticos y ComputaciónUniversidad Politécnica de ValenciaValenciaSpain

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