Vulnerability of speaker verification to voice mimicking

2004 International Symposium on Intelligent Multimedia, Video and Speech Processing, ISIMP 2004

Volumn , Issue , 2004, Pages 145-148

  Lau, Yee Wah ^a   Wagner, Michael ^a   Tran, Dat ^a  

^a UNIVERSITY OF CANBERRA   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; SENSITIVITY ANALYSIS; SET THEORY; SPEECH; VECTORS;

GAUSSIAN MIXTURE MODELS (GMM); SPEAKER VERIFICATION; VOICE DIALING; VOICE MIMICKING;

SPEECH RECOGNITION;

EID: 14544274085     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. J. Campbell, "Testing with the YOHO CD_ROM voice verification corpus" ICASSP'95, 1995, Vol.1 pp. 341-344.
2. R.O. Duda and P.E. Hart, "Pattern classification and scene analysis", John Wiley & Sons, 1973.
3. S. Furui, "Recent advances in speaker recognition", Pattern Recognition Letters, 18, pp. 859-872, 1997.
4. S. Furui, "An overview of speaker recognition technology", in Proceedings of the ESCA Workshop on Automatic Speaker Recognition, Identification and Verification, pp. 1-9, 1994.
5. X. Huang, A. Acero, H. Hon, Y. Ju, J. Liu, S. Meredith, M. Plumpe, "Recent Improvements on Microsoft's Trainable Text-to-Speech System: Whistler", in Proc. of the Int Conf. on Acoustics, Speech, and Signal Processing. Munich, Germany. Apr. 1997.
6. X.D. Huang, Y. Ariki, and M.A. Jack, "Hidden Markov models for speech recognition", Edinburgh University Press, 1990.
7. B. H. Juang, "The Past, Present, and Future of Speech Processing", IEEE Signal Processing Magazine, 15:3, pp. 24-48, May, 1998.
8. J Lindberg & M. Blomberg, "Vulnerability in speaker verification. A study of technical impostor techniques" Proc of Eurospeech 99, 1211-1214, 1999.
9. T. Masuko, K. Tokuda, and T. Kobayashi, "Impostors using Synthetic Speech Against Speaker Verification Based on Spectrum and Pitch", Proc. ICSLP 2000.
10. B.L. Pellom, Hansen J.H.L., "An Experimental Study of Speaker Verification Sensitivity to Computer Voice-Altered Impostors", IEEE ICASSP-99: Inter. Conf. on Acoustics, Speech, and Signal Processing, vol. 2, pp.837-840, 1999.
11. D.A. Reynolds, "Speaker identification and verification using Gaussian mixture speaker models", Speech Communication, vol. 17, pp. 91-108, 1995.
12. D.A. Reynolds, "A Gaussian mixture modeling approach to text-independent Speaker Identification", PhD thesis, 1993.
13. T. Satoh, T. Masuko, T. Kobayashi, K. Tokuda, "A robust speaker verification system against imposture using an HMM-based speech synthesis", Proc. 7th European Conference on Speech Communication and Technology, EUROSPEECH, vol.2, pp.759-762, Aalborg, Denmark, 2001.
14. M. Takashi, T. Keiichi, K. Takao "Imposture using synthetic speech against speaker verification based on spectrum and pitch", In ICSLP-2000, vol. 2, 302-305, 2000.
15. D. Tran and M. Wagner, "Fuzzy Gaussian Mixture Models for Speaker Recognition", Australian Journal of Intelligent Information Processing Systems (AJIIPS), vol. 5, no. 4, pp. 293-300, 1998.
16. P. C. Woodland et al., "Broadcast news transcription using HTK", in Proceedings of ICASSP, USA, 1997.