• Speaker Identification
• Speaker Segmentation
• Speaker Tracking
• Speaker Verification

Academic research on Speaker Characterization and Recognition

Speaker Identification

• Frédéric Bimbot, Ivan Magrin-Chagnolleau, and Luc Mathan. Second-Order Statistical Measures for Text-Independent Speaker Identification. Speech Communication, Vol. 17, No. 1-2, pp. 177-192, August 1995.
  
  
• Ivan Magrin-Chagnolleau, Jean-François Bonastre, and Frédéric Bimbot. Effect of Utterance Duration and Phonetic Content on Speaker Identification using Second-Order Statistical Methods. Proceedings of EUROSPEECH 95 , Vol. 1, pp. 337-340, Madrid, Spain, September 1995.
  
  
• Ivan Magrin-Chagnolleau, Joachim Wilke, and Frédéric Bimbot. A Further Investigation on AR-Vector Models for Text-Independent Speaker Identification. Proceedings of ICASSP 96, Vol. 1, pp. 401-404, Atlanta, United States, May 1996.
  
  
• Ivan Magrin-Chagnolleau and Geoffrey Durou. Time-Frequency Principal Components of Speech: Application to Speaker Identification. Proceedings of EUROSPEECH 99, Vol. 2, pp. 759-762, Budapest, Hungary, September 1999.
  
  

Speaker Segmentation

• Sylvain Meignier, Jean-François Bonastre, and Stéphane Igounet. E-HMM Approach for Learning and Adapting Sound Models for Speaker Indexing. 2001: A Speaker Odyssey, Crete, Greece, June 2001.
  
  

Speaker Tracking

• Aaron E. Rosenberg, Ivan Magrin-Chagnolleau, S. Parthasarathy, and Qian Huang. Speaker Detection in Broadcast Speech Databases. Proceedings of ICSLP 98, Sydney, Australia, December 1998.
  
  
• Ivan Magrin-Chagnolleau, Aaron E. Rosenberg, and S. Parthasarathy. Detection of Target Speakers in Audio Databases. Proceedings of ICASSP 99, Vol. 2, pp. 821-824, Phoenix, Arizona, United States,, March 1999.
  
  
• Ivan Magrin-Chagnolleau and Frédéric Bimbot. Indexing Telephone Conversations by Speakers Using Time-Frequency Principal Component Analysis. Proceedings of ICME 2000, New York, United States, July-August 2000.
  
  

Speaker Verification

• I. Magrin-Chagnolleau, G. Gravier, M. Seck, O. Boeffard, R. Blouet, and F. Bimbot. A Further Investigation on Speech Features for Speaker Characterization. Proceedings of ICSLP 2000, Beijing, China, October 2000.
  
  
• Ivan Magrin-Chagnolleau and Geoffrey Durou. Application of Time-Frequency Principal Component Analysis to Speaker Verification. Digital Signal Processing, Vol. 10, No. 1-3, pp. 226-236, January/April/July 2000.
  
  
• The Elisa Consortium. The ELISA'99 Speaker Recognition and Tracking Systems. Proceedings of the 1999 IEEE Workshop on Automatic Identification Advanced Technologies, Summit, New Jersey, United States, October 1999.
  
  
• The Elisa Consortium. The ELISA Systems for the NIST'99 Evaluation in Speaker Detection and Tracking. Digital Signal Processing, Vol. 10, No. 1-3, pp. 143-153, January/April/July 2000.
  
  

Forensic Aspects of Speaker Characterization and Recognition

• Hirotaka Nakasone and Steven Beck. Forensic Automatic Speaker Recognition. 2001: A Speaker Odyssey, Crete, Greece, June 2001.
  
  

Language Characterization and Recognition

• Michel Dutat, Ivan Magrin-Chagnolleau, and Frédéric Bimbot. Analyse en composantes principales temps-fréquence : application à la reconnaissance de la langue. Proceedings of JEP 2000, Aussois, France, June 2000.
  
  
• Michel Dutat, Ivan Magrin-Chagnolleau, and Frédéric Bimbot. Language Recognition using Time-Frequency Principal Component Analysis and Acoustic Modeling. Proceedings of ICSLP 2000, Beijing, China, October 2000.
  
  

Commercial Applications for Speaker and Language Recognition