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Volumn 17, Issue 2-3, 2003, Pages 173-193

Bayesian network structures and inference techniques for automatic speech recognition

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; CONSTRAINT THEORY; DECODING; DYNAMIC PROGRAMMING; FORMAL LANGUAGES; INFERENCE ENGINES; MARKOV PROCESSES; NEURAL NETWORKS; PROBABILITY DISTRIBUTIONS; TREES (MATHEMATICS);

EID: 0038784279     PISSN: 08852308     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0885-2308(03)00007-X     Document Type: Article
Times cited : (28)

References (33)
  • 2
    • 0033677172 scopus 로고    scopus 로고
    • Factored sparse inverse covariance matrices
    • Bilmes J., 2000. Factored sparse inverse covariance matrices. In: ICASSP 2000.
    • (2000) ICASSP 2000
    • Bilmes, J.1
  • 3
    • 0025401005 scopus 로고
    • The computational complexity of probabilistic inference using Bayesian belief networks
    • Cooper, G.F., 1990. The computational complexity of probabilistic inference using Bayesian belief networks. Artificial Intelligence 42, 393-405.
    • (1990) Artificial Intelligence , vol.42 , pp. 393-405
    • Cooper, G.F.1
  • 4
    • 0026458724 scopus 로고
    • Structural design of hidden Markov model speech recognizer using multivalued phonetic features: Comparison with segmental speech units
    • Deng, L., Erler, K., 1992. Structural design of hidden Markov model speech recognizer using multivalued phonetic features: comparison with segmental speech units. Journal of the Acoustical Society of America 92, 3058-3067.
    • (1992) Journal of the Acoustical Society of America , vol.92 , pp. 3058-3067
    • Deng, L.1    Erler, K.2
  • 7
    • 0027627252 scopus 로고
    • Hidden Markov model representation of quantized articulatory features for speech recognition
    • Erler, K., Deng, L., 1993. Hidden Markov model representation of quantized articulatory features for speech recognition. Computer Speech and Language 7, 265-282.
    • (1993) Computer Speech and Language , vol.7 , pp. 265-282
    • Erler, K.1    Deng, L.2
  • 8
    • 0032050110 scopus 로고    scopus 로고
    • Maximum likelihood linear transformations for hmm-based speech recognition
    • Gales, M.J.F., 1998. Maximum likelihood linear transformations for hmm-based speech recognition. Computer Speech and Language, 12.
    • (1998) Computer Speech and Language , pp. 12
    • Gales, M.J.F.1
  • 9
    • 85017310148 scopus 로고
    • An improved approach to the hidden Markov model decomposition of speech and noise
    • Gales, M.J.F., Young, S., 1992. An improved approach to the hidden Markov model decomposition of speech and noise. In: ICASSP-92, I-233-I-236.
    • (1992) ICASSP-92
    • Gales, M.J.F.1    Young, S.2
  • 11
    • 0003846041 scopus 로고
    • A tutorial on learning with Bayesian networks
    • Technical Report MSR-TR-95-06, Microsoft Research, Redmond, Washington. Revised June 1996
    • Heckerman, D., 1995. A tutorial on learning with Bayesian networks. Technical Report MSR-TR-95-06, Microsoft Research, Redmond, Washington. Revised June 1996.
    • (1995)
    • Heckerman, D.1
  • 12
    • 0037886832 scopus 로고
    • Hugin-Expert; Hugin Expert A/S
    • Hugin-Expert., 1995. HUGIN API Reference Manual. Hugin Expert A/S.
    • (1995) HUGIN API Reference Manual
  • 16
    • 0038563043 scopus 로고
    • The EM algorithm for graphical association models with missing data
    • Technical Report TR-91-05, Department of Statistics, Aalborg University
    • Lauritzen, S.L., 1991. The EM algorithm for graphical association models with missing data. Technical Report TR-91-05, Department of Statistics, Aalborg University.
    • (1991)
    • Lauritzen, S.L.1
  • 17
    • 0001006209 scopus 로고
    • Local computations with probabilities on graphical structures and their application to expert systems
    • Lauritzen, S.L., Spiegelhalter, D.J., 1988. Local computations with probabilities on graphical structures and their application to expert systems. Journal of the Royal Statistical Society B 50, 157-224.
    • (1988) Journal of the Royal Statistical Society B , vol.50 , pp. 157-224
    • Lauritzen, S.L.1    Spiegelhalter, D.J.2
  • 18
    • 0003770715 scopus 로고
    • Automatic speech recognition: The development of the SPHINX system
    • Kluwer Academic Publishers, Dordrecht, The Netherlands
    • Lee, K.-F., 1989. Automatic Speech Recognition: The Development of the SPHINX System. Kluwer Academic Publishers, Dordrecht, The Netherlands.
    • (1989)
    • Lee, K.-F.1
  • 19
    • 0001135471 scopus 로고
    • Flexible speaker adaptation using maximum likelihood linear regression
    • Leggeter, C., Woodland, P.C., 1995. Flexible speaker adaptation using maximum likelihood linear regression. In: Eurospeech-95.
    • (1995) Eurospeech-95
    • Leggeter, C.1    Woodland, P.C.2
  • 20
    • 0032639703 scopus 로고    scopus 로고
    • Probabilistic classification of hmm states for large vocabulary continuous speech recognition
    • Luo, X., Jelinek, F., 1999. Probabilistic classification of hmm states for large vocabulary continuous speech recognition. In: ICASSP 1999.
    • (1999) ICASSP 1999
    • Luo, X.1    Jelinek, F.2
  • 22
    • 0003391330 scopus 로고
    • Probabilistic reasoning in intelligent systems: Networks of plausible inference
    • Morgan Kaufmann, San Mateo, CA
    • Pearl, J., 1988. Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann, San Mateo, CA.
    • (1988)
    • Pearl, J.1
  • 23
    • 0026140542 scopus 로고
    • Fusion and propagation with multiple observations
    • Peot, M., Shachter, R., 1991. Fusion and propagation with multiple observations. Artificial Intelligence 48, 299-318.
    • (1991) Artificial Intelligence , vol.48 , pp. 299-318
    • Peot, M.1    Shachter, R.2
  • 26
    • 0037548962 scopus 로고    scopus 로고
    • Hidden-articulatory markov models for speech recognition
    • Richardson, M., Bilmes, J., Diorio, C., 2000. Hidden-articulatory markov models for speech recognition. In: ICASSP-2000.
    • (2000) ICASSP-2000
    • Richardson, M.1    Bilmes, J.2    Diorio, C.3
  • 28
    • 0003631802 scopus 로고    scopus 로고
    • Probabilistic independence networks for hidden Markov probability models
    • Technical Report MSR-TR-96-03, Microsoft Research, Redmond, WA
    • Smyth, P., Heckerman, D., Jordan, M., 1996 Probabilistic independence networks for hidden Markov probability models. Technical Report MSR-TR-96-03, Microsoft Research, Redmond, WA.
    • (1996)
    • Smyth, P.1    Heckerman, D.2    Jordan, M.3
  • 29
    • 84986980101 scopus 로고
    • Sequential updating of conditional probabilities on directed graphical structures
    • Spiegelhalter, D.J., Lauritzen, S.L. 1990. Sequential updating of conditional probabilities on directed graphical structures. Networks 20, 579-605.
    • (1990) Networks , vol.20 , pp. 579-605
    • Spiegelhalter, D.J.1    Lauritzen, S.L.2
  • 30
    • 0025681008 scopus 로고
    • Hidden markov model decomposition of speech and noise
    • Varga, A.P., Moore, R. K., 1990. Hidden markov model decomposition of speech and noise. In: ICASSP-90, pp. 845-848.
    • (1990) ICASSP-90 , pp. 845-848
    • Varga, A.P.1    Moore, R.K.2
  • 31
    • 0009589496 scopus 로고    scopus 로고
    • Vocal tract length normalization for large vocabulary continuous speech recognition
    • Technical Report CMU-CS-97-148, School of Computer Science, Carnegie Mellon University
    • Zhan, P., Waibel, A., 1997 Vocal tract length normalization for large vocabulary continuous speech recognition. Technical Report CMU-CS-97-148, School of Computer Science, Carnegie Mellon University.
    • (1997)
    • Zhan, P.1    Waibel, A.2
  • 32
    • 0004158153 scopus 로고    scopus 로고
    • Speech recognition with dynamic Bayesian networks
    • Computer Science Division, University of California at Berkeley Dissertation
    • Zweig, G., 1998. Speech recognition with dynamic Bayesian networks. Computer Science Division, University of California at Berkeley Dissertation.
    • (1998)
    • Zweig, G.1
  • 33
    • 0004158153 scopus 로고    scopus 로고
    • Speech recognition with dynamic Bayesian networks
    • Zweig, G., Russell, S., 1998. Speech recognition with dynamic Bayesian networks. In: AAAI-98.
    • (1998) AAAI-98
    • Zweig, G.1    Russell, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.