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Volumn , Issue , 2003, Pages 77-82

Variational Bayesian approach for automatic generation of HMM topologies

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; BAYESIAN NETWORKS; FREE ENERGY; LEARNING SYSTEMS; MAXIMUM LIKELIHOOD; TOPOLOGY;

EID: 57749169607     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASRU.2003.1318407     Document Type: Conference Paper
Times cited : (2)

References (11)
  • 2
    • 0030715097 scopus 로고    scopus 로고
    • HMM topology design using maximum likelihood successive state splitting
    • M. Ostendorf and H. Singer, "HMM topology design using maximum likelihood successive state splitting," in Computer Speech and Language, 1997, vol. 11, pp. 17-41.
    • (1997) Computer Speech and Language , vol.11 , pp. 17-41
    • Ostendorf, M.1    Singer, H.2
  • 3
    • 85135145174 scopus 로고    scopus 로고
    • Acoustic modeling based on the MDL principle for speech recognition
    • K. Shinoda and T. Watanabe, "Acoustic modeling based on the MDL principle for speech recognition," in Proc. of EUROSPEECH'97, 1997, pp. 99-102.
    • (1997) Proc. of EUROSPEECH'97 , pp. 99-102
    • Shinoda, K.1    Watanabe, T.2
  • 4
    • 0033906251 scopus 로고    scopus 로고
    • MDL-based context-dependent subword modeling for speech recognition
    • K. Shinoda and T. Watanabe, "MDL-based context-dependent subword modeling for speech recognition," The Journal of the Acoustical Society of Japan (E), vol. 21, no. 2, pp. 79-86, 2000.
    • (2000) The Journal of the Acoustical Society of Japan (E) , vol.21 , Issue.2 , pp. 79-86
    • Shinoda, K.1    Watanabe, T.2
  • 5
    • 0032658258 scopus 로고    scopus 로고
    • Decision tree state tying based on penalized Bayesian Information Criterion
    • Wu Chou and W. Reichl, "Decision tree state tying based on penalized Bayesian Information Criterion," in Proc. of ICASSP'99, 1999, vol. I, pp. 345-348.
    • (1999) Proc. of ICASSP'99 , vol.1 , pp. 345-348
    • Chou, W.1    Reichl, W.2
  • 6
    • 85009204321 scopus 로고    scopus 로고
    • Automatic generation of non-uniform context-dependent HMM topologies based on the MDL criterion
    • T. Jitsuhiro, T. Matsui, and S. Nakamura, "Automatic generation of non-uniform context-dependent HMM topologies based on the MDL criterion," in Proc. of EUROSPEECH'03, 2003, vol. 4, pp. 2721-2724.
    • (2003) Proc. of EUROSPEECH'03 , vol.4 , pp. 2721-2724
    • Jitsuhiro, T.1    Matsui, T.2    Nakamura, S.3
  • 8
    • 0003278032 scopus 로고    scopus 로고
    • Inferring parameters and structure of latent variable models by variational Bayes
    • H. Attias, "Inferring parameters and structure of latent variable models by variational Bayes," in Proc. of Uncertainty in Artificial Intelligence, 1999.
    • (1999) Proc. of Uncertainty in Artificial Intelligence
    • Attias, H.1
  • 10
    • 0141852571 scopus 로고    scopus 로고
    • Constructing shared-state hmms based on a Bayesian approach
    • S. Watanabe, Y. Minami, A. Nakamura, and N. Ueda, "Constructing shared-state hmms based on a Bayesian approach," in Proc. of ICSLP, 2002, vol. 4, pp. 2669-2672.
    • (2002) Proc. of ICSLP , vol.4 , pp. 2669-2672
    • Watanabe, S.1    Minami, Y.2    Nakamura, A.3    Ueda, N.4
  • 11
    • 0032626587 scopus 로고    scopus 로고
    • Multi-class composite n-gram based on connection direction
    • H. Yamamoto and Y. Sagisaka, "Multi-class composite n-gram based on connection direction," in Proc. of ICASSP'99, 1999, vol. 1, pp. 533-536.
    • (1999) Proc. of ICASSP'99 , vol.1 , pp. 533-536
    • Yamamoto, H.1    Sagisaka, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.