Hybrid Wavelet-Fourier-HMM Speaker Recognition

Bartosz Zio lko, Wojciech Koz lowski, Mariusz Zio lko, Rafał Samborski, David Alejandro Jimenez-Sierra, Jakub Ga lka · 2011

The paper presents successful experiments on combining two speaker recognition methods into a hybrid system. The first branch of recognition is an innovative approach based on discrete wavelet-Fourier transform. The second one is classic, based on HTK and classification into voice and unvoice segments. The hybrid solution outperforms both on a small test set. Further tests of this soultion will be conducted and reported. 1

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