Pitch-Dependent GMMs for text-independent speaker recognition systems

EUROSPEECH 2001 - SCANDINAVIA - 7th European Conference on Speech Communication and Technology

Volumn , Issue , 2001, Pages 2821-2824

  Arcienega, Mijail ^a   Drygajlo, Andrzej ^a  

^a EPFL   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

CHARACTER RECOGNITION; HIDDEN MARKOV MODELS; MARKOV PROCESSES; SPEECH COMMUNICATION; TRELLIS CODES;

GAUSSIAN MIXTURE MODEL (GMMS); HIDDEN MARKOV MODELS (HMMS); INFORMATION CONCERNING; PROSODIC FEATURES; SPEAKER RECOGNITION SYSTEM; STATISTICAL APPROACH; STATISTICAL DISTRIBUTION; TEXT INDEPENDENTS;

SPEECH RECOGNITION;

EID: 85009063933     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. D. A. Reynolds, "Automatic speaker recognition using Gaussian mixture speaker models, " Lincoln Laboratory Journal, vol. 8, no. 2, pp. 173-191, 1995.
2. L. R. Rabiner, "A tutorial on hidden Markov models and selected applications in speech recognition, " Proceedings of the IEEE, vol. 77, no. 2, pp. 257-285, 1989.
3. M. J. Carey, E. S. Parris, and H. L.-T. ans S. Bennett, "Robust prosodic features for speaker identification, " in ICSLP, vol. 3, pp. 1800-1803, October 1996.
4. B. S. Atal, "Automatic speaker recognition based on pitch contours, " vol. 52, pp. 1687-1697, December 1972.
5. E. S. Parris and M. j. Carey, "Language independent gender identification, " in IEEE International Conference on Acoustics, Speech and Signal Processing, (Atlanta), pp. 685-688, 1996.
6. K. Tokuda, T. Masuko, N. Miyazaki, and T. Kobayashi, "Hidden Markov models based on multi-space probability distribution for pitch pattern modeling, " in IEEE International Conference on Acoustics, Speech and Signal Processing, vol. 1, pp. 229-232, March 1999.
7. U. Jensen, R. K. Moore, P. Dalsgaard, and B. Lindberg, "Modeling intonation contours at the phrase level using continuous density hidden Markov models, " Computer Speech and Language, vol. 8, pp. 247-260, August 1994.
8. L. R. Rabiner, M. J. Cheng, A. E. Rosenberg, and C. A. McGonegal, "A comparative performance study of several pitch detection algorithms, " IEEE Transactions on Acoustics, Speech, and Signal Processing, pp. 399-418, October 1976.
9. H. Kobayashi and T. Shimamura, "A weighted autocorrelation method for pitch extraction of noisy speech, " in IEEE International Conference on Acoustics, Speech and Signal Processing, (Istambul-Turkey), June 2000.
10. C. Wang and S. Seneff, "Robust pitch tracking for prosodic modeling in telephone speech, " in IEEE International Conference on Acoustics, Speech and Signal Processing, (Istambul -Turkey), June 2000.
11. J. Rouat, Y. C. Liu, and D. Morissette, "A pitch determination and voiced/unvoiced decision algorithm for noisy speech, " Speech Communication, vol. 21, pp. 191-207, April 1997.
12. M. Arcienega and A. Drygajlo, "Multiresolution speaker recognition - from short-Term to long-Term analysis, " in Prosody 2000 Workshop, (Krakow), October 2000.