Robust Speaker Identification using Denoised Wave Atom and GMM

This paper introduces the use of Wave atom transformation as an efficient speech noise filter with Gaussian mixture models (GMM) for robust text-independent speaker identification. The individual Gaussian components of a GMM are shown to represent some general speaker identity. The focus of this wor...

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Veröffentlicht in:	International journal of computer applications 2013-01, Vol.67 (5), p.17-23
Hauptverfasser:	Alhanjouri, Mohammed, H Lubbad, Mohammed A, Alkurdi, Mahmoud Z
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Gaussian Mathematical models Maximization Noise Preprocessing Speech
Online-Zugang:	Volltext
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