Modelling spoken signatures with gaussian mixture model adaptation

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

Volumn 2, Issue , 2007, Pages

  Hennebert, Jean ^a   Humm, Andreas ^a   Ingold, Rolf ^a  

^a UNIVERSITY OF FRIBOURG   (Switzerland)

Author keywords

Handwriting recognition; Pattern classification; Speaker recognition

Indexed keywords

DATABASE SYSTEMS; MATHEMATICAL MODELS; OPTIMIZATION; PATTERN MATCHING;

GAUSSIAN MIXTURE; HANDWRITING RECOGNITION; SPEAKER RECOGNITION; USER AUTHENTICATION SYSTEMS;

SPEECH RECOGNITION;

EID: 34547548301     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.366214     Document Type: Conference Paper

References (14)

1. F. Leclerc and R. Plamondon, "Automatic signature verification: the state of the art-1989-1993," Int'l J. Pattern Recognition and Artif Intelligence, vol. 8, no. 3, pp. 643-660, 1994.
2. D. Reynolds, "An overview of automatic speaker recognition technology," in Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing, 2002, vol. 4, pp. 4072-4075.
3. B. Ly-Van et al, "Signature with text-dependent and textindependent speech for robust identity verification," in Proc. Workshop on Multim. User Auth. (MMUA), 2003, pp. 13-18.
4. A. Humm A. Wahl, J. Hennebert and R. Ingold, "Generation and evaluation of brute-force signature forgeries," in Int'l Workshop on Multimedia Content Representation, Classification and Security, Istanbul, September 2006, pp. pp. 2-9.
5. Claus Vielhauer, Biometric User Authentication for IT Security, Springer, 2006.
6. S. Krawczyk and A. K. Jain, "Securing electronic medical records using biometric authentication," in Audio- and Video-based Biometric Person Authentication (AVBPA), Rye Brook, NY, 2005, pp. 1110-1119.
7. B. Dumas et al, "Myidea - multimodal biometrics database, description of acquisition protocols," in In proc. of Third COST 275 Workshop (COST275), 2005, pp. 59-62, Hatfield (UK).
8. A. Humm, J. Hennebert, and R. Ingold, "Scenario and survey of combined handwriting and speech modalities for user authentication," in 6th Int'l Conf. on Recent Advances in Soft Computing, Canterbury, UK, 2006, pp. 496-501.
9. A. Humm, J. Hennebert, and R. Ingold, "Gaussian mixture models for chasm signature verification," in 3rd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms, Washington, 2006.
10. J. Hennebert et al, "Myidea multimodal database," http://diuf.unifr.ch/go/myidea, 2005.
11. A. Humm, J. Hennebert, and R. Ingold, "Combined handwriting and speech modalities for user authentication," Tech. Rep. 06-05, University of Fribourg, Informatics, 2006.
12. B. Ly Van, S. Garcia-Salicetti, and B. Dorizzi, "Fusion of hmm's likelihood and viterbi path for on-line signature verification," in Biometrics Authentication Workshop, May 15th 2004, Prague.
13. J. Richiardi and A. Drygajlo, "Gaussian mixture models for online signature verification," in Proc. ACM SIGMM workshop on Biometrics methods and app., 2003, pp. 115-122.
14. D. Reynolds, T. Quatieri, and R. Dunn, "Speaker verification using adapted gaussian mixture models," Digital Signal Processing, vol. 10, pp. 19-41, 2000.