%0 Journal Article %A Tudor Barbu %D 2007 %J International Journal of Electronics and Communication Engineering %B World Academy of Science, Engineering and Technology %I Open Science Index 9, 2007 %T A Supervised Text-Independent Speaker Recognition Approach %U https://publications.waset.org/pdf/4291 %V 9 %X We provide a supervised speech-independent voice recognition technique in this paper. In the feature extraction stage we propose a mel-cepstral based approach. Our feature vector classification method uses a special nonlinear metric, derived from the Hausdorff distance for sets, and a minimum mean distance classifier. %P 2726 - 2730