메뉴 건너뛰기




Volumn 7, Issue 3, 1999, Pages 253-261

Online adaptation of hidden Markov models using incremental estimation algorithms

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; COMPUTATIONAL COMPLEXITY; CONSTRAINT THEORY; CONVERGENCE OF NUMERICAL METHODS; ITERATIVE METHODS; MARKOV PROCESSES; MATHEMATICAL MODELS; ONLINE SYSTEMS; PARAMETER ESTIMATION;

EID: 0032655793     PISSN: 10636676     EISSN: None     Source Type: Journal    
DOI: 10.1109/89.759031     Document Type: Article
Times cited : (36)

References (23)
  • 1
    • 0026142334 scopus 로고
    • "A study on speaker adaptation of the parameters of continuous density hidden Markov models,"
    • Apr.
    • C.-H. Lee, C.-H. Lin, and B.-H. Juang, "A study on speaker adaptation of the parameters of continuous density hidden Markov models," IEEE Trans. Acoitst., Speech, Signal Processing, vol. 39, pp. 806-814, Apr. 1991.
    • (1991) IEEE Trans. Acoitst., Speech, Signal Processing , vol.39 , pp. 806-814
    • Lee, C.-H.1    Lin, C.-H.2    Juang, B.-H.3
  • 2
    • 0028419019 scopus 로고
    • Maximum a posteriori estimation for multivariate Gaussian observations of Markov chains
    • Apr.
    • J.-L. Gauvain and C.-H. Lee, "Maximum a posteriori estimation for multivariate Gaussian observations of Markov chains," IEEE Trans. Speech Audio Processing, vol. 2, pp. 291-298, Apr. 1994.
    • (1994) IEEE Trans. Speech Audio Processing , vol.2 , pp. 291-298
    • Gauvain, J.-L.1    Lee, C.-H.2
  • 3
    • 0029375590 scopus 로고
    • Speaker adaptation using constrained reestimation of Gaussian mixtures
    • Sept.
    • V. Digalakis, D. Rlischev, and L. Neumeyer, "Speaker adaptation using constrained reestimation of Gaussian mixtures," IEEE Trans. Speech Audio Processing, vol. 3, pp. 357-366, Sept. 1995.
    • (1995) IEEE Trans. Speech Audio Processing , vol.3 , pp. 357-366
    • Digalakis, V.1    Rlischev, D.2    Neumeyer, L.3
  • 4
    • 0029288633 scopus 로고
    • Maximum likelihood linear regression for speaker adaptation of continuous density hidden Markov models
    • C. J. Leggetter and P. C. Woodland, "Maximum likelihood linear regression for speaker adaptation of continuous density hidden Markov models," Comput. Speech Lang., pp. 171-185, 1995.
    • (1995) Comput. Speech Lang. , pp. 171-185
    • Leggetter, C.J.1    Woodland, P.C.2
  • 5
    • 0030149866 scopus 로고    scopus 로고
    • A maximum likelihood approach to stochastic matching for robust speech recognition
    • May
    • A. Sankar and C.-H. Lee, "A maximum likelihood approach to stochastic matching for robust speech recognition," IEEE Trans. Speech Audio Processing, vol. 4, pp. 190-202, May 1996.
    • (1996) IEEE Trans. Speech Audio Processing , vol.4 , pp. 190-202
    • Sankar, A.1    Lee, C.-H.2
  • 6
    • 0030189744 scopus 로고    scopus 로고
    • Speaker adaptation using combined transformation and Bayesian methods,"
    • July
    • V. Digalakis and L. Neumeyer, "Speaker adaptation using combined transformation and Bayesian methods," IEEE Trans. Speech Audio Processing, vol. 4, pp. 294-300, July 1996.
    • (1996) IEEE Trans. Speech Audio Processing , vol.4 , pp. 294-300
    • Digalakis, V.1    Neumeyer, L.2
  • 7
    • 0002629270 scopus 로고
    • "Maximum likelihood estimation from incomplete data,"
    • A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum likelihood estimation from incomplete data," J. R. Slat. Soc. B, vol. 39, pp. 1-38, 1977.
    • (1977) J. R. Slat. Soc. B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 8
    • 33744593025 scopus 로고
    • "A new view of the EM algorithm that justifies incremental and other variants,"
    • submitted
    • R. M. Neal and G. E. Hinton, "A new view of the EM algorithm that justifies incremental and other variants," submitted to Biomelrica, Feb. 1993.
    • (1993) Biomelrica, Feb.
    • Neal, R.M.1    Hinton, G.E.2
  • 11
    • 0022712081 scopus 로고
    • A segmental A'-means training procedure for connected word recognition
    • May/June
    • L. R. Rabiner, J. G. Wilpon, and B.-H. Juang, "A segmental A'-means training procedure for connected word recognition," AT&T Tech. J., pp. 21-40, May/June 1986.
    • (1986) AT&T Tech. J. , pp. 21-40
    • Rabiner, L.R.1    Wilpon, J.G.2    Juang, B.-H.3
  • 12
    • 0000353178 scopus 로고
    • A maximization technique in the statistical analysis of probabilistic functions of finite state Markov chains
    • L. E. Baum, T. Pétrie, G. Soûles, and N. Weiss, "A maximization technique in the statistical analysis of probabilistic functions of finite state Markov chains," .Ami. Math. Slat., vol. 41, pp. 164-171, 1970.
    • (1970) Ami. Math. Slat. , vol.41 , pp. 164-171
    • Baum, L.E.1    Pétrie, T.2    Soûles, G.3    Weiss, N.4
  • 15
    • 0031103160 scopus 로고    scopus 로고
    • On-line adaptive learning of the continuous density hidden Markov model based on approximate recursive Bayes estimate
    • Mar.
    • Q. Huo and C.-H. Lee, "On-line adaptive learning of the continuous density hidden Markov model based on approximate recursive Bayes estimate," IEEE Trans. Speech Audio Processing, vol. 5, pp. 161-172, Mar. 1997.
    • (1997) IEEE Trans. Speech Audio Processing , vol.5 , pp. 161-172
    • Huo, Q.1    Lee, C.-H.2
  • 16
    • 0030359777 scopus 로고    scopus 로고
    • On-line adaptive learning of the correlated continuous density hidden Markov models for speech recognition
    • "On-line adaptive learning of the correlated continuous density hidden Markov models for speech recognition," in Proc. Int. Conf. Spoken Language Processing, 1996, pp. 985-988.
    • (1996) Proc. Int. Conf. Spoken Language Processing , pp. 985-988
  • 21
    • 0030193422 scopus 로고    scopus 로고
    • Genones: Generalized mixture tying in continuous hidden Markov model-based speech recognizers
    • July
    • V. Digalakis, P. Monaco, and H. Murveit, "Genones: Generalized mixture tying in continuous hidden Markov model-based speech recognizers," IEEE Trans. Speech Audio Processing, vol. 4, pp. 281-289, July 1996.
    • (1996) IEEE Trans. Speech Audio Processing , vol.4 , pp. 281-289
    • Digalakis, V.1    Monaco, P.2    Murveit, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.