A pruning approach for GMM-based speaker verification in mobile embedded systems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3072, Issue , 2004, Pages 607-613

  Leung, Cheung Chi ^a   Moon, Yiu Sang ^a   Meng, Helen ^a  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

EMBEDDED SYSTEMS; FEATURE EXTRACTION; PATTERN MATCHING;

EXPERIMENTAL INVESTIGATIONS; MEL FREQUENCY CEPSTRAL CO-EFFICIENT; OPTIMIZATION STRATEGY; PATTERN-MATCHING TECHNIQUE; SPEAKER VERIFICATION; SPEAKER VERIFICATION SYSTEM;

SPEECH RECOGNITION;

EID: 35048903677     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-25948-0_83     Document Type: Article

References (11)

1. C. C. Leung, Y. S. Moon, "Effect of Window Size and Shift Period in Mel-warped Cepstral Feature Extraction on GMM-based Speaker Verification," Proceedings of the 4th International Conference on Audio- and Video-based Biometric Person Authentication (AVBPA), pp. 438-445, 2003.
2. Y. S. Moon, C. C. Leung, K. H. Pun, "Fixed-point GMM-based Speaker Verification over Mobile Embedded System," Proceedings of ACM Workshop on Biometrics: Method and Applications, pp. 53-57, 2003.
3. B.L. Pellom and J. H. L. Hansen, "An efficient scoring algorithm for Gaussian mixture model based speaker identification," IEEE Signal Processing Letters, vol. 5, issue 11, pp. 281-284, 1998.
4. J. R. Deller, J. G. Proakis, J. H. L. Hansen, Discrete-Time Processing of Speech Signals, Macmillan, 1993.
5. D. A. Reynolds, "Speaker identification and verification using Guassian mixture speaker models," Speech Communications, vol. 17, pp. 91-108, 1995.
6. M. Carey, E. Parris, and J. Bridle, "A speaker verification system using alphanets," Proceedings of International Conference on Acoustics, Speech, and Signal Processing, pp. 397-400, 1991.
7. Hidden Markov Model Toolkit - speech recognition research toolkit, http://htk.eng.cam.ac.uk/.
8. Compaq iPAQ H3600 Hardware Documents, http://www.handhelds.org/Compaq/iPAQH3600/.
9. arm-linux-gcc Cross Compiler, ftp://ftp.handhelds.org/pub/linux/arm/toolchain/.
10. J. P. Campbell, Jr., "Testing with the YOHO CD-ROM voice verification corpus," Proceedings of International Conference on Acoustics, Speech, and Signal Processing, vol. 1, pp. 341-344, 1995.
11. L. Rabiner and B.-H. Juang, Fundamentals of Speech Recognition, Englewood Cliffs, N.J.: Prentice Hall, 1993.