Článek ve sborníku konference

HUBEIKA Valiantsina. Speaker verification as a target-nontarget trial task. In: Proceedings of the 15th Conference and Competition STUDENT EEICT 2009. Brno: Fakulta elektrotechniky a komunikačních technologií VUT v Brně, 2009, s. 5. ISBN 978-80-214-3870-5.
Jazyk publikace:angličtina
Název publikace:Speaker verification as a target-nontarget trial task
Název (cs):Rozpoznávání mluvčího jako úloha rozpoznání cíle a ne-cíle
Strany:5
Sborník:Proceedings of the 15th Conference and Competition STUDENT EEICT 2009
Konference:Student EEICT 2009
Místo vydání:Brno, CZ
Rok:2009
ISBN:978-80-214-3870-5
Vydavatel:Fakulta elektrotechniky a komunikačních technologií VUT v Brně
URL:http://www.fit.vutbr.cz/research/groups/speech/publi/2009/hubeika_eeict_2009.pdf [PDF]
Klíčová slova
speaker verification
Anotace
Článek je o rozpoznávání mluvčího jako úloze rozpoznání cíle a ne-cíle
Abstrakt
This paper deals with a speaker detection task. In this work, a different interpretation of the problem is introduced than the one used so far. In the standard approach, each speaker is modeled by their own model and the task is to decide whether the test speech segment was generated by the given model or not. In this work, only two models are used: one represents the target trials and the other represents nontarget trials, where the trial is represented by two speech segments, both from the same speaker, and two from different speakers, respectively. As the input features, fixed-length low-dimensional vectors derived from speaker factors generated by Joint Factor Analysis are used. Gaussian Mixture Models framework is used to model the feature distribution. The achieved results are compared to the state of the art systems.
BibTeX:
@INPROCEEDINGS{
   author = {Valiantsina Hubeika},
   title = {Speaker verification as a target-nontarget trial task},
   pages = {5},
   booktitle = {Proceedings of the 15th Conference and Competition STUDENT
	EEICT 2009},
   year = {2009},
   location = {Brno, CZ},
   publisher = {Faculty of Electrical Engineering and Communication BUT},
   ISBN = {978-80-214-3870-5},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php.cs?id=9036}
}

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