Detection of synthetic speech for the problem of imposture

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

Volumn , Issue , 2011, Pages 4844-4847

  De Leon, Phillip L ^a   Hernaez, Inma ^b   Saratxaga, Ibon ^b   Pucher, Michael ^c   Yamagishi, Junichi ^d  

^a New Mexico State University   (United States)

^b UNIVERSITY OF THE BASQUE COUNTRY UPV EHU   (Spain)

^c TELECOMMUNICATIONS RESEARCH CENTER VIENNA FTW   (Austria)

^d UNIVERSITY OF EDINBURGH   (United Kingdom)

Author keywords

Security; Speaker recognition; Speech synthesis

Indexed keywords

BACKGROUND MODEL; HUMAN SPEECH; NEW RESULTS; RELATIVE PHASE; SECURITY; SPEAKER MODEL; SPEAKER RECOGNITION; SPEAKER VERIFICATION; SPEECH SYNTHESIZER; SYNTHETIC SPEECH;

SIGNAL DETECTION; SPEECH COMMUNICATION; SPEECH SYNTHESIS;

SPEECH RECOGNITION;

EID: 80051658143     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5947440     Document Type: Conference Paper

References (11)

1. H. Zen, K. Tokuda, and A. W. Black, "Statistical parametric speech synthesis," Speech Communication, vol. 51, no. 11, pp. 1039-1064, Nov. 2009.
2. J. Yamagishi, T. Nose, H. Zen, Z.-H. Ling, T. Toda, K. Tokuda, S. King, and S. Renals, "A robust speaker-adaptive HMMbased text-to-speech synthesis," IEEE Trans. Speech, Audio & Language Process., vol. 17, no. 6, pp. 1208-1230, Aug. 2009.
3. T. Masuko, T. Hitotsumatsu, K. Tokuda, and T. Kobayashi, "On the security of HMM-based speaker verification systems against imposture using synthetic speech," in Proc. EUROSPEECH, 1999.
4. P. L. De Leon, V. R. Apsingekar, M. Pucher, and J. Yamagishi, "Revisiting the security of speaker verification systems against imposture using synthetic speech," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Dallas, USA, 2010.
5. P. L. De Leon, M. Pucher, and J. Yamagishi, "Evaluation of the vulnerability of speaker verification to synthetic speech," in Proc. IEEE Speaker and Language Recognition Workshop (Odyssey), Brno, Czech Republic, 2010.
6. T. Satoh, T. Masuko, T. Kobayashi, and K. Tokuda, "A robust speaker verification system against imposture using an HMMbased speech synthesis system," in Proc. Eurospeech, 2001.
7. W. M. Campbell, D. E. Sturim, and D. A. Reynolds, "Support vector machines using GMM supervectors for speaker verification," IEEE Signal Process. Lett., vol. 13, no. 5, pp. 308-311, May 2006.
8. "Wall Street Journal Corpus," 2010.
9. F. Bimbot, J F. Bonastre, C. Fredouille, G. Gravier, I. Magrin-Chagnolleaua, S. Meignier, T. Merlin, J. Ortega-Garcia, and D. A. Reynolds, "A tutorial on text-independent speaker verification," EURASIP J. Applied Signal Process., vol. 4, pp. 430-451, 2004.
10. Ibon Saratxaga, Inma Hernaez, Daniel Erro, Eva Navas, and Jon Sanchez, "Simple representation of signal phase for harmonic speech models," Electronics Letters, vol. 45, pp. 381-383, 2009.
11. Ibon Saratxaga, Inma Hernaez, Igor Odriozola, Eva Navas, Iker Luengo, and Daniel Erro, "Using harmonic phase information to improve ASR rate," in Interspeech, Japan, 2010.