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Tübitak UEKAE - Sabancı Üniversitesi NIST SRE 2010 konuşmacı doğrulama sistemi (Tübıtak UEKAE - Sabanci University NIST SRE 2010 Speaker verification system)

Işık, Yusuf Ziya and Doğan, Mehmet Uğur and Erdoğan, Hakan (2011) Tübitak UEKAE - Sabancı Üniversitesi NIST SRE 2010 konuşmacı doğrulama sistemi (Tübıtak UEKAE - Sabanci University NIST SRE 2010 Speaker verification system). In: IEEE 19th Conference on Signal Processing and Communications Applications (SIU 2011), Kemer, Antalya

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Official URL: http://dx.doi.org/10.1109/SIU.2011.5929653

Abstract

NIST Speaker Recognition Evaluations (NIST SRE), played a major role in the progress of text-independent speaker verification algorithms. Tübitak UEKAE - Sabancı University jointly participated in NIST SRE 2010. In this paper, the Gaussian Mixture Model Supervector - Support Vector Machine based speaker verification system developed for NIST SRE 2010 has been presented. A recipe has been given for the training of Universal Background Model which is an essential step for system's performance. Results of the Nuisance Attribute Projection algorithm integrated to the system after evaluation to suppress the session variabilities has also been presented.

Item Type:Papers in Conference Proceedings
Uncontrolled Keywords:Gaussian mixture model supervector , NIST SRE 2010 speaker verification system , NIST speaker recognition evaluations , Sabanci University , Tübıtak UEKAE , nuisance attribute projection algorithm , session variability , support vector machine based speaker verification system , system performance , text-independent speaker verification algorithms , universal background model
Subjects:UNSPECIFIED
ID Code:18531
Deposited By:Hakan Erdoğan
Deposited On:24 Dec 2011 22:34
Last Modified:24 Dec 2011 22:34

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