Qualitative parametrization of the time-frequency characteristics for speaker recognition

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RE97 V1 Research and innovation

Qualitative parametrization of the time-frequency characteristics for speaker recognition

Authors : Nidhal BEN ALOUI, Hervé GLOTIN, Patrick HEBRARD, Odile PAPINI

Publication date: February 10, 2009 | Lire en français

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ABSTRACT

Biometrics is a modern technique in order to indisputably prove the identity of a person by using their physical or behavioral characteristics. This article presents a new approach allowing for the automatic recognition of the speaker based on a certain number of parameters extracted from the vocal signal emitted by a person. The traditional voice recognition models integrate into multigaussian models the acoustic parameters of dozens of millisecond time windows. this method is based upon the time-frequency dynamics in the perception of voice and the selected time-scale is longer than the phonetic segment studied.

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 INTRODUCTION

Following on from work carried out in the field of anthropometry, biometrics is a modern technique that responds to an age-old concern to prove a person's identity indisputably by using their physical or behavioral characteristics. In this paper, we propose to study a new approach to automatic speaker recognition (ASR). Our method consists in recognizing a person based on a number of parameters, extracted from the voice signal emitted by the person, and originally represented in a qualitative way, unlike state-of-the-art parameterizations.

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