Resolution limitation in speakers clustering and segmentation problems

2001: A Speaker Odyssey - The Speaker Recognition Workshop

Volumn , Issue , 2001, Pages 169-174

  Lapidot, Itshak ^a   Guterman, Hugo ^b  

^a NEGEV ACADEMIC COLLEGE OF ENGINEERING   (Israel)

^b BEN GURION UNIVERSITY OF THE NEGEV   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING; ITERATIVE METHODS; SELF ORGANIZING MAPS;

FEATURE VECTORS; HIGH RESOLUTION; ITERATIVE ALGORITHM; LOW RESOLUTION; PRIORI KNOWLEDGE; SEGMENT DURATION; SEGMENT LENGTHS; SHORT SEGMENTS;

SPEECH RECOGNITION;

EID: 84864281086     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

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2. M. Sugiyama, J. Murakami, and H. Watanabe, "Speech segmentation and clustering based on speaker features," Proc. International Conference on Acoustic Speech and Signal Processing, 2: 395-398, 1993.
3. A. Solomonoff, A. Mielke, M. Schmidt, and H. Gish, "Clustering speakers by their voices," Proc. International Conference on Acoustic Speech and Signal Processing, 2: 575-560, 1998.
4. T. K. Kohonen, "The self-organizing map," Proc. IEEE, 78(9): 1464-1480, September, 1990
5. I. Voitovetsky, H. Guterman, and A. Cohen, "Unsupervised speaker classification using self-organizing maps (SOM)," Proc. Neural Networks for Signal Processing VII IEEE Workshop, 578-587, 1997.
6. I. Voitovetsky, H. Guterman, and A. Cohen, "Validity criterion for unsupervised speaker recognition," Proc. of the First Workshop on Text Speech and Dialogue, 321-326, 1998.
7. I. Lapidot (Voitovetsky) and H. Guterman, "VQ-Based Clustering Algorithm of Piecewise-Dependent-Data," Workshop on Self-Organizing Maps, 2001.