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Zochová, P. and Radová, V. : A metric-based approach to speaker change detection . Electronic speech signal processing, Studientexte zur Sprachkommunikation, p. 356-363, Technisches Universtät, Dresden, 2005.

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Abstract

The paper deals with the problem of automatic speaker change detection. A new metric-based algorithm, called AlgBICMap algorithm, is proposed in this paper. The AlgBICMap algorithm allows to create a map of BIC (Bayessian Information Criterion), which enables us to detect efficiently fields of speech of individual speakers. In comparison with a typical metric-based approach, the advantage of the proposed algorithm is its robustness because it uses more information, not only information provided by adjacent windows. In addition to that, the AlgBICMap algorithm can be used also for speaker tracking tasks.

Detail of publication

Title: A metric-based approach to speaker change detection
Author: Zochová, P. ; Radová, V.
Language: English
Date of publication: 1 Jan 2005
Year: 2005
Type of publication: Papers in proceedings of reviewed conferences
Title of journal or book: Electronic speech signal processing
Edition: Studientexte zur Sprachkommunikation
Page: 356 - 363
ISBN: 3-938863-17-X
Publisher: Technisches Universtät
Address: Dresden
/ 2011-06-07 10:30:31 /

Keywords

speaker change detection, BIC, metric-based approach

BibTeX

@INPROCEEDINGS{ZochovaP_2005_Ametric-based,
 author = {Zochov\'{a}, P. and Radov\'{a}, V.},
 title = {A metric-based approach to speaker change detection},
 year = {2005},
 publisher = {Technisches Universt?t},
 journal = {Electronic speech signal processing},
 address = {Dresden},
 pages = {356-363},
 ISBN = {3-938863-17-X},
 url = {http://www.kky.zcu.cz/en/publications/ZochovaP_2005_Ametric-based},
}