Fast incremental clustering of Gaussian mixture speaker models for scaling up retrieval in on-line broadcast

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 5, Issue , 2006, Pages

  Rougui, J E ^a   Rziza, M ^a   Aboutajdine, D ^a   Gelgon, M ^b   Martinez, J ^b  

^a FACULTÉ DES SCIENCES   (Morocco)

^b UNIVERSITÉ DE NANTES   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BROADCASTING; CLASSIFICATION (OF INFORMATION); INDEXING (OF INFORMATION); INFORMATION RETRIEVAL; MATHEMATICAL MODELS; ONLINE SYSTEMS;

FAST INCREMENTAL CLUSTERING; GAUSSIAN MIXTURE SPEAKER MODELS; HIERARCHICAL CLASSIFICATION APPROACH; SPEAKER INDEXING;

CLUSTER ANALYSIS;

EID: 33947630340     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icassp.2006.1661327     Document Type: Conference Paper

References (8)

1. Y. Mami and D. Charlet, "Speaker identification by location in an optimal space of anchor models," in International Conferences on Spoken Language Processing (IC-SLP '02), Denver, Colorado, USA, 2002, pp. 1333-1336.
2. D.E. Sturim, D.A. Reynolds, D.A. Singer, and E. Campbell, "Speaker indexing in large audio databases using anchor models," in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '01), Salt Lake City, Utah, 2001, pp. 429-432.
3. V. Upendra, J. Navratil, G. N. Ramaswamy, and S.H. Maes, "Very large population text-independant speaker identification using transformation enhanced multi-grained models," in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '01), Salt Lake City, Utah, May 2001.
4. A. Solomonoff, A. Mielke, M. Schmidt, and H. Gish, "Clustering speakers by their voices," in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '98), Seattle, USA, May 1998, pp. 429-432.
5. S. Chen J.F. Gales, P. Gopalakrishnan, R. Gopinath, H. Printz, D. Kanevsky P. Olsen, and L. Polymenakos, "system for transcription of broadcast news in the 1997 hub4 english evaluation," in Speech recognition workshop (DARPA '98), 1998, pp. 389-404.
6. R. Lutfi, M. Gelgon, and J. Martinez, "Structuring and querying documents in an audio database management system.," Multimedia Tools and Applications, vol. 24, no. 2, pp. 105-123, 2004.
7. J. Goldberger and S. Roweis, "Hierarchical clustering of mixture model," in Neural Information Processing Systems 17 (NIPS '04), 2004, pp. 505-512.
8. J.E. Rougui, M. Gelgon, M. Rziza, J. Martinez, and D. Aboutajdine, "Hierarchical organization of a set of gaussian mixture speaker models for scaling up indexing and retrieval in audio documents," in ACM Symposium on Applied Computing (SAC'06), Multimedia and Visualization (MV) track, Dijon, France, 2006.