Text-dependent speaker identification based on the modular tree

Chinese Journal of Electronics

Volumn 5, Issue 2, 1996, Pages 67-69

  Chen, Ke ^a   Yu, Xiang ^a   Chi, Huisheng ^a  

^a PEKING UNIVERSITY   (China)

Author keywords

Constructive learning; Divide and conquer; Modular neural architecture; Text dependent speaker identification

Indexed keywords

DATA STRUCTURES; DYNAMIC PROGRAMMING; MARKOV PROCESSES; MATHEMATICAL MODELS; NEURAL NETWORKS;

CONSTRUCTIVE LEARNING; MODULAR TREE; SPEAKER IDENTIFICATION;

SPEECH RECOGNITION;

EID: 0030263740     PISSN: 10224653     EISSN: 20755597     Source Type: Journal    
DOI: None     Document Type: Article

References (20)

1. K. Chen, L. Yang, X. Yu and H. Chi, "A self-architecture modular neural network", Proc. ICONIP'95, Beijing, pp. 821-824, Nov. 1995.
2. K. Chen, X. Yu, H. Chi and L. Yang, "Modular-Tree: a self-architecture modular neural network architecture", Acta Scientiarum Naturalium, Universitatis Pekinensis, Vol. 32, No. 1, pp. 113-122, 1996.
3. G.R. Doddington, "Speaker recognition-identifying people by their voices", Proceedings of IEEE, Vol. 73, pp. 1651-1664, 1986.
4. S. Furui, "An overview of speaker recognition technology", Proc. ESCA Workshop on Automatic Speaker Recognition, Identification and Verification, pp. 1-9, 1994.
5. T. Matsui and S. Furui, "Speaker recognition technology", NTT Review, Vol. 7, No. 2, pp. 40-48, 1995.
6. Y. Bennani and P. Gallinari, "Connectionist approaches for automatic speaker recognition", Proc. ESCA Workshop on Automatic Speaker Recognition, pp. 95-102, 1994.
7. Y. Bennani and P. Gallinari, "On the use of TDNN extracted features information in talker identification", Proc. Int. conf. Acoust., Speech, Signal Processing, pp. 385-388, 1991.
8. Y. Bennani, "A modular and hybrid connectionist system for speaker identification", Neural Computation, Vol. 7, No. 4, pp. 791-798, 1995.
9. J. Oglesby and J. S. Mason, "Optimization of neural mod-els for speaker identification", Proc. Int. conf. Acoust., Speech, Signal Processing, pp. 261-264, 1990.
10. J. Oglesby and J. S. Mason, "Radial basis function networks for speaker recognition", Proc. Int. conf. Acoust., Speech, Signal Processing, pp. 393-396, 1991.
11. L. Rudasi and S.A. Zahorian, "Text-independent talker identification with neural networks", Proc. Int. conf. Acoust., Speech, Signal Processing, pp. 389-392, 1991.
12. R. Fletcher, Practical methods of optimization, John Wiley & Sons, New York, 1987.
13. K. Zwicker, "Subdivision of the audible frequency range into critical bands", J. Acoust. Soc. Amer., Vol. 35, No. 2, pp. 248-252, 1961.
14. X. Jiang, "Speaker identification using feedforward neural networks", Master Thesis, Center for Information Science, Peking University, 1994. (in Chinese)
15. F. Soong, A. Rosenberg, L. Rabiner and B. Juang, "A vector quantization approach to speaker recognition", Proc. Int. conf. Acoust., Speech, Signal Processing, pp. 387-390, 1985.
16. F. Soong and A. Rosenberg, "On the use of Instantaneous and transitional spectral information in speaker recognition", IEEE Trans. Acoust., Speech, Signal Processing, Vol. 36, No. 6, 1988, pp. 871-879.
17. L. Rabiner and B.H. Juang, Fundamentals of speech recognition, Prentice-Hall International, Inc., 1993.
18. Y. C. Zhang and B.Z. Yuan, "Text-dependent talker identification using circular hidden Markov models", Proc. ESCA Workshop on Automatic Speaker Recognition, pp. 580-582, 1988.
19. J. D. Veth and H. Bourlard, "Comparison of hidden Markov model techniques for automatic speaker recognition", Proc. ESCA Workshop on Automatic Speaker Recognition, pp. 11-14, 1994.
20. H. Sakoe and S. Chiba, "Dynamic programming algorithm optimization for speech word recognition", IEEE Trans. Acoustics, Speech and Signal Processing, Vol. ASSP-26, No. 1, pp. 43-49, 1978.