Abstract
In this paper, we suggest a method of data extraction for constructing the speech recognition system. The proposed algorithm is based on the Extended Simulated Annealing(ESA) algorithm. We have used Korean text data, drawn randomly from the internet. The Korean LDS built by the proposed algorithm has the equiprobable distribution among Korean alphabets.
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References
H. Crowder, and M.W. Padberg, “Solving Large-Scale Symmetric Travelling Salesman Problem to Optimality”, Management Soci., 26, 495–509, 1980.
T.L. Hill “Statistical Thermodynamics”, addison-Wesley Publishing Company, 1960
B. Widom, “Some topics in the theory of fluids”, & J. of Chem. Phys. 39, 2808–2812, 1963.
D.J. Adams, “Grand canonical ensemble Monte Carlo for a leonard-Jones fluid”, & Mol. Phys. 29, 307–311, 1976.
N.R. Draper, H. Smith, “Applied Regression Analysis” john Wiely & Sons, Inc., 90–92, 1981.
N. Metropolis, A. Rosenblush, M. Rosenbluth, A. Teller and E. Teller, “Equation of State Calculation by Fast Computing Machines”, & J. of Chem. Physics, 21, 1087–1092, 1953.
S. Geman, D. Geman, “Stochastic realization, Gibbs distributions and the bayesian restoration of images”, IEEE Trans., PAMI-6, 721–741, 1984.
S. Kirkpatrick, C.D. Gellatt Jr. and M.P Vecchi, “Optimization by Simulated Annealing”, Science, Vol220,671–680,1983.
D.S. Johnson, C.R. Aragon, L.A. Mcgeoch, C. Schevon, “Optimization by Simulated Annealing: an Experimental Evaluation”, Workshop on Statistical Physics in Engineering and Biology, Yorktown Heights, April 1984.
Wdlee, Chsong “Extended Simulated Annealing Algorithm Based on Grand Canonical Ensemble”, ICONIP, Dunedin, NewZealand,1997, 11.
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© 2001 Springer-Verlag Berlin Heidelberg
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Song, CH., Lee, W.D. (2001). An Application of Extended Simulated Annealing Algorithm to Generate the Learning Data Set for Speech Recognition System. In: Terano, T., Ohsawa, Y., Nishida, T., Namatame, A., Tsumoto, S., Washio, T. (eds) New Frontiers in Artificial Intelligence. JSAI 2001. Lecture Notes in Computer Science(), vol 2253. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45548-5_36
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DOI: https://doi.org/10.1007/3-540-45548-5_36
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