Publication Details

Syllable based Feature-Contours for Speaker Recognition

KOCKMANN Marcel and BURGET Lukáš. Syllable based Feature-Contours for Speaker Recognition. In: Proc. 14th International Workshop on Advances in Speech Technology. Maribor, 2008, p. 4.
Czech title
Kontury parametrů založené na slabikách pro rozpoznávání mluvčího
Type
conference paper
Language
english
Authors
Kockmann Marcel, Dipl.-Ing. (DCGM FIT BUT)
Burget Lukáš, doc. Ing., Ph.D. (DCGM FIT BUT)
URL
Keywords

speaker recognition

Abstract

the paper is on Syllable based Feature-Contours for Speaker Recognition

Annotation

The use of acoustic short-time features for speaker identification has established itself for several years. In this work, classical acoustic as well as prosodic features are jointly used in a lexical context. The contours of pitch, energy and cepstral coeffi- cients are continuously modeled over the time span of a syllable to capture the speaking style on phonetic level. Especially the addition of cepstral contours highly improves the performance. Due to the small amount of data, best results are achieved with a factor analysis framework. Results are presented for the NIST SRE 2006 speaker identification task.

Published
2008
Pages
4
Proceedings
Proc. 14th International Workshop on Advances in Speech Technology
Conference
14th International Workshop on Advances in Speech Technology, Maribor, SI
Place
Maribor, SI
BibTeX 
@INPROCEEDINGS{FITPUB8730,
   author = "Marcel Kockmann and Luk\'{a}\v{s} Burget",
   title = "Syllable based Feature-Contours for Speaker Recognition",
   pages = 4,
   booktitle = "Proc. 14th International Workshop on Advances in Speech Technology",
   year = 2008,
   location = "Maribor, SI",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8730"
}
Back to top