Improved neural network training of inter-word context units for connected digit recognition

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

Volumn 1, Issue , 1998, Pages 497-500

  Wei, Wei ^a   Van Vuuren, S ^a  

^a OREGON HEALTH AND SCIENCE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

LINGUISTICS; SIGNAL PROCESSING;

CONNECTED DIGITS; CONTEXT DEPENDENT; ERROR RATE; NEURAL NETWORK TRAINING; PHONETIC UNITS; RELATIVE FREQUENCIES; TELEPHONE SPEECH; TRAINING SETS;

NEURAL NETWORKS;

EID: 0031630649     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.1998.674476     Document Type: Conference Paper

References (8)

1. R. Duda and P. Hart, Pattern Classification and Scene Analysis. Wiley-Interscience, 1973.
2. M. D. Richard and R. P. Lippmann, "Neural network classifiers estimate Bayesian a posteriori probabilities," Neural Computation, no. 3, pp. 461-483, 1991.
3. N. Morgan and H. Bourlard, "Continuous speech recognition," IEEE Signal Processing Magazine, pp. 25-42, May 1995.
4. R. Cole, M. Noel, T. Lander, and T. Durham, "New telephone speech corpora at CSLU," Proceedings of the Fourth European Conference on Speech Communication and Technology, vol. 1, pp. 821-824, 1995.
5. R. Lyon and L. Yaeger, "On-line hand-printing recognition with neural networks," Fifth International Conference on Microelectronics for Neural Networks and Fuzzy Systems, Feb. 1996. Lausanne, Switzerland.
6. J. B. I. Hampshire and B. A. Perlmutter, "Equivalence proofs for multilayer perceptron classifiers and the Bayesian discriminant function," Proceedings of the 1990 Connectionist Models Summer School, 1990. D. Touretzky, J. Elman, T. Sejnowski, and G. Hinton, eds. Morgan Kaufmann, San Mateo, CA.
7. Y. Le Cun, P. Simard, and B. Pearlmutter, "Automatic learning rate maximization by on-line estimation of the Hessian's eigenvectors," pp. 156-163, 1993.
8. L. Gillick and S. J. Cox, "Some statistical issues in the comparison of speech recognition algorithms," Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 532-535, 1989.