Optimization of HMM by the tabu search algorithm

Proceedings of the 14th Conference on Computational Linguistics and Speech Processing, ROCLING 2001

Volumn , Issue , 2001, Pages

  Mei, Xiao Dan ^a   Sun, Sheng He ^a   Pan, Jeng Shyang ^b   Chen, Tsong Yi ^b  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b NATIONAL KAOHSIUNG UNIVERSITY OF APPLIED SCIENCES   (Taiwan)

Author keywords

Global optimum; Hidden Markov Model; Speech recognition; Tabu search

Indexed keywords

HIDDEN MARKOV MODELS; LEARNING ALGORITHMS; PARAMETER ESTIMATION; SPEECH PROCESSING; STRUCTURAL OPTIMIZATION; TABU SEARCH;

AUTOMATIC SPEECH RECOGNITION; GLOBALOPTIMUM; HIDDEN-MARKOV MODELS; LOCAL OPTIMA; MODEL TRAINING; NEAR GLOBAL OPTIMUMS; OPTIMAL PARAMETER; OPTIMISATIONS; PARAMETER STRUCTURE; TABU SEARCH ALGORITHMS;

SPEECH RECOGNITION;

EID: 84926335659     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. L. R. Rabiner, "A tutorial on Hidden Markov Models and Selected applications in speech recognition," Proceeding of IEEE,, Vol. 77, No. 2, 1989, pp. 257〜285.
2. Joseph Picone, "Continuous speech recognition using Hidden Markov Models," IEEE ASSP Mag., Vol. 7, No. 7, 1990, pp. 26〜41.
3. D. Burshtein, "Robust parametric modeling of duration in Hidden Markov Models," IEEE Trans, on Speech &Audio Processing,, Vol. 4, No. 3, 1996, pp. 240〜242.
4. F. Jelinek, "Continuous speech recognition by statistical methods," Proceeding of IEEE, Vol. 64, No. 4, 1976, pp. 532〜556.
5. S. E. Levinson, L. R. Rabiner and M. M. Sondhi, "An introduction to the application of the theory of probabilistic functions of a Markov process to automatic speech recognition," The Bell System Technical Journal, April 1983, pp. 1035〜1074.
6. F. Glover and M. Laguna, "Tabu search," Kluwer Academic Publishers, 1997.