Text-independent speaker verification using utterance level scoring and covariance modeling

IEEE Transactions on Speech and Audio Processing

Volumn 10, Issue 6, 2002, Pages 363-370

  Zilca, Ran D ^a,b,c  

^a IEEE   (United States)

^b Research and Development Division   (Israel)

^c IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

Covariance modeling; Speaker verification; Text independent; Utterance level scoring

Indexed keywords

COVARIANCE MODELING; TEXT-INDEPENDENT SPEAKER VERIFICATION; UTTERANCE LEVEL SCORING;

COMPUTATIONAL COMPLEXITY; MATHEMATICAL MODELS; MATRIX ALGEBRA; SIGNAL DISTORTION; SPEECH ANALYSIS; SPEECH PROCESSING; SPEECH SYNTHESIS; TELEPHONE;

SPEECH RECOGNITION;

EID: 0036753895     PISSN: 10636676     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSA.2002.803419     Document Type: Article

References (15)

1. D. A. Reynolds, "Speaker identification and verification using Gaussian mixture speaker models," Speech Commun., vol. 17, pp. 91-108, 1995.
2. D. A. Reynolds, T. F. Quatieri, and R. B. Dunn, "Speaker verification using adapted Gaussian mixture models," Digital Signal Process., vol. 10, no. 1-3, pp. 19-41, 2000.
3. H. S. M. Beigi, S. H. Maes, and J. S. Sorensen, "A distance measure between collections of distributions and its application to speaker recognition," in Proc. IEEE Int. Conf. Acoust. Speech Sig. Processing, 1998, pp. 753-756.
4. R. D. Zilca, "Text independent speaker verification using covariance modeling," IEEE Signal Processing Lett., vol. 8, pp. 97-99, Apr. 2001.
5. R. J. Mammone, X. Zhang, and R. P. Ramachandran, "Robust speaker recognition," IEEE Signal Processing Mag., vol. 13, pp. 58-71, Sept. 1996.
6. K. Fukunaga, Introduction to Statistical Pattern Recognition. New York: Academic, 1972.
7. H. Gish, "Robust discrimination in automatic speaker identification," in Proc. IEEE Int. Conf. Acoust. Speech Sig. Processing, 1990, pp. 289-292.
8. J. P. Campbell, "Speaker recognition: A tutorial," Proc. IEEE, vol. 85, no. 9, pp. 1437-1462, Sept. 1997.
9. F. Bimbot, I. M. Magrin-Chagnolleau, and L. Mathan, "Second order statistical measures for text independent speaker identification," Speech Commun., vol. 17, pp. 177-192.
10. C. Alonso-Martinez and M. Faundez-Zanuy, "Speaker identification in mismatch training and testing conditions," in Proc. IEEE Int. Conf. Acoust. Speech Sig. Processing, 2000, pp. 1181-1184.
11. R. D. Zilca and Y. BIstritz, "Distance-based Gaussian mixture model for speaker recognition over the telephone," in Proc. ICSLP-2000, Beijing, China, 2000, pp. 1001-1003.
12. D. A. Reynolds, "Comparison of background normalization methods for text-independent speaker verification," in Proc. Eurospeech-97, Rhodes, Greece, 1997, pp. 963-966.
13. ____, "HTIMIT and LLHDB: Speech corpora for the study of handset transducer effects," in Proc. IEEE Int. Conf. Acoust. Speech Sig. Proc., vol. 2, 1997, pp. 1535-1538.
14. http://www.nist.gov/speech/tests/spk/2000/index.htm [Online]
15. A. Martin, G. Doddington, T. Kamm, M. Ordowski, and M. Przybocki, "The DET curve in assessment of detection task performance," in Proc. Eurospeech-97, Rhodes, Greece, 1997, pp. 1895-1898.