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Abstract: The content-based indexing task considered in this paper consists in recognizing from their voice, speakers involved in a conversation. A new approach for speaker-based segmentation, which is the first necessary step for this indexing task, is described. Our study is done under the assumptions that no prior information on speakers is available, that the number of speakers is unknown and that people do not speak simultaneously. Audio data indexing is commonly divided in two parts : audio data is ... (Update)
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.... vectors of successive K speech segments SK 0 ; SK 0 K 1 , are grouped together to form sequences of feature vectors of the form [11]: X = fc1 ; cL S K 0 z SK 0 ; c1 ; cL S K 1 z SK 0 1 ; c1 ; cL S K 0 K 1 z SK 0 K 1...
.... feature vectors of successive K speech segments SK0 ; SK0 K , are grouped together to form sequences of feature vectors of the form [11]: X = fc 1 ; cLS K 0 z SK 0 ; c 1 ; cLS K 1 z SK 0 1 ; c 1 ; cLS K 0 K z SK 0 K...
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BibTeX entry: (Update)
P. Delacourt and C. Wellekens, "Audio data indexing: Use of second-order statistics for speaker-based segmentation", in Proc. of 1999 IEEE Int. Conf. on Multimedia Computing and Systems, Florence, Italy, 1999, vol. II, pp. 959--963. http://citeseer.ist.psu.edu/delacourt99audio.html More
@inproceedings{ delacourt99audio,
author = "Perrine Delacourt and Christian Wellekens",
title = "Audio Data Indexing: Use of Second-Order Statistics for Speaker-Based Segmentation",
booktitle = "{ICMCS}, Vol. 2",
pages = "959-963",
year = "1999",
url = "citeseer.ist.psu.edu/delacourt99audio.html" }
Citations (may not include all citations):2133 Pattern classification and scene analysis (context) - Duda, Hart - 1973
50 Text-independent speaker identification (context) - Gish, Schmidt - 1994
42 Speaker, environment and channel change detection and cluste.. - Chen, Gopalakrishnan - 1998
38 Second order statistical measures for textindependant speake.. - Bimbot - 1995
37 Segregation of speakers for speech recognition and speaker i.. (context) - Gish, Siu et al. - 1991
34 Automatic segmentation, classification, and clustering of br.. (context) - Siegler - 1997
11 Blind clustering of speech utterances based on speaker and l.. (context) - Reynolds - 1998
9 Speaker detection in broadcast speech databases - Rosenberg - 1998
9 Speaker, channel and environment change detection - Beigi, Maes - 1998
4 Sound channel video indexing (context) - Montacie, Caraty - 1997
1 Digital processinf of speech signals (context) - Rabiner, Schafer - 1978
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