Improvements in factor analysis based speaker verification

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

Volumn 1, Issue , 2006, Pages

  Kenny, Patrick ^a   Boulianne, Gilles ^a   Ouellet, Pierre ^a   Dumouchel, Pierre ^a  

^a Cent de Recherche Informatique de Montreal   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COSTS; FACTOR ANALYSIS; SPEAKER VERIFICATION;

COMPUTATIONAL COMPLEXITY; COMPUTATIONAL LINGUISTICS; COSTS; DATA REDUCTION; DECISION MAKING; OPTIMIZATION;

SPEECH RECOGNITION;

EID: 33947652758     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. P. Kenny, G. Boulianne, P. Ouellet, and P. Dumouchel, "Factor analysis simplified," in Proc. ICASSP 2005, Philadelphia, PA, Mar. 2005. [Online]. Available: http://www.crim.ca/perso/patrick.kenny/
2. _, "Joint factor analysis versus eigenchannels in speaker recognition," submitted to IEEE Trans. Audio Speech and Language Processing, [Online]. Available: http://www.crim.ca/perso/patrick.kenny/
3. P. Kenny, P. O. G. Boulianne, and P. Dumouchel, "The geometry of the channel space in GMM-based speaker recognition," in Proc. IEEE Odyssey 2006, San Juan, Puerto Rico, June 2006 (submitted).
4. P. Kenny, "Joint factor analysis of speaker and session variability: Theory and alogorithms." [Online]. Available: http://www.crim.ca/perso/ patrick.kenny/
5. P. Kenny, G. Boulianne, and P. Dumouchel, "Eigenvoice modeling with sparse training data," IEEE Trans. Speech Audio Processing, vol. 13, no. 3, May 2005. [Online]. Available: http://www.crim.ca/perso/patrick.kenny/
6. P. Kenny, G. Boulianne, P. Ouellet, and P. Dumouchel, "Speaker and session variability in GMM-based speaker verification," submitted to IEEE Trans. Audio Speech and Language Processing. [Online]. Available: http://www.crim.ca/perso/patrick.kenny/
7. R. Vogt, B. Baker, and S. Sridharan, "Modeling session variability in text-independent speaker verification," in Proc. Eurospeech, Lisbon, Portugal, Sept. 2005.