메뉴 건너뛰기




Volumn , Issue , 2003, Pages 13-18

Support vector machines for segmental minimum Bayes risk decoding of continuous speech

Author keywords

[No Author keywords available]

Indexed keywords

CONTINUOUS SPEECH RECOGNITION; DECODING; SUPPORT VECTOR MACHINES; VECTOR SPACES;

EID: 33645775754     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASRU.2003.1318396     Document Type: Conference Paper
Times cited : (20)

References (25)
  • 2
    • 84898957872 scopus 로고    scopus 로고
    • Improving the accuracy and speed of support vector learning machines
    • M. Mozer, M. Jordan, and T. Petsche, Eds., Cambridge: MIT Press
    • C. J. Burges and B. Schölkopf, "Improving the accuracy and speed of support vector learning machines," in Advances in Neural Information Processing Systems 9, M. Mozer, M. Jordan, and T. Petsche, Eds. 1997, pp. 375-381, Cambridge: MIT Press.
    • (1997) Advances in Neural Information Processing Systems 9 , pp. 375-381
    • Burges, C.J.1    Schölkopf, B.2
  • 4
    • 0003584665 scopus 로고    scopus 로고
    • Data-dependent kernels in SVM classification of speech patterns
    • Cambridge University Eng. Dept., April
    • N. D. Smith, M. J. F. Gales, and M. Niranjan, "Data-dependent kernels in SVM classification of speech patterns," Tech. Rep. CUED/F-INFENG/TR387, Cambridge University Eng. Dept., April 2001.
    • (2001) Tech. Rep. CUED/F-INFENG/TR387
    • Smith, N.D.1    Gales, M.J.F.2    Niranjan, M.3
  • 5
    • 0002853450 scopus 로고    scopus 로고
    • Exploiting generative models in discriminative classifiers
    • S. A. Solla M. S. Kearns and D. A. Cohn, Eds., MIT Press
    • T. Jaakkola and D. Haussler, "Exploiting generative models in discriminative classifiers," in Advances in Neural Information Processing System, S. A. Solla M. S. Kearns and D. A. Cohn, Eds. 1998, MIT Press.
    • (1998) Advances in Neural Information Processing System
    • Jaakkola, T.1    Haussler, D.2
  • 6
    • 0141814717 scopus 로고    scopus 로고
    • Discriminative training for segmental minimum Bayes risk decoding
    • Hong Kong
    • V. Doumpiotis, S. Tsakalidis, and W. Byrne, "Discriminative training for segmental minimum Bayes risk decoding," in ICASSP, Hong Kong, 2003.
    • (2003) ICASSP
    • Doumpiotis, V.1    Tsakalidis, S.2    Byrne, W.3
  • 7
    • 85009200647 scopus 로고    scopus 로고
    • Lattice segmentation and minimum Bayes risk discriminative training
    • V. Doumpiotis, S. Tsakalidis, and W. Byrne, "Lattice segmentation and minimum Bayes risk discriminative training," in Eurospeech, 2003.
    • (2003) Eurospeech
    • Doumpiotis, V.1    Tsakalidis, S.2    Byrne, W.3
  • 8
    • 0142192295 scopus 로고    scopus 로고
    • Conditional random fields: Probabilistic models for segmenting and labeling sequence data
    • J. Lafferty, A. McCallum, and F. Pereira, "Conditional random fields: Probabilistic models for segmenting and labeling sequence data," in ICML, 2001.
    • (2001) ICML
    • Lafferty, J.1    McCallum, A.2    Pereira, F.3
  • 11
    • 84958744857 scopus 로고    scopus 로고
    • Forward decoding Kernel machines: A hybrid HMM/SVM approach to sequence recognition
    • Cambridge: MIT Press
    • S. Chakrabartty and G. Cauwenberghs, "Forward decoding kernel machines: A hybrid HMM/SVM approach to sequence recognition," in Proc. SVM'2002, Lecture Notes in Computer Science. 2002, vol. 2388, pp. 278-292, Cambridge: MIT Press.
    • (2002) Proc. SVM'2002, Lecture Notes in Computer Science , vol.2388 , pp. 278-292
    • Chakrabartty, S.1    Cauwenberghs, G.2
  • 12
    • 0001492251 scopus 로고    scopus 로고
    • Minimum Bayes-risk automatic speech recognition
    • V. Goel and W. Byrne, "Minimum Bayes-risk automatic speech recognition," in Computer Speech & Language, 2000, vol. 14(2).
    • (2000) Computer Speech & Language , vol.14 , Issue.2
    • Goel, V.1    Byrne, W.2
  • 13
    • 84871615157 scopus 로고    scopus 로고
    • Confidence based lattice segmentation and minimum Bayes-risk decoding
    • Aalborg, Denmark
    • V. Goel, S. Kumar, and W. Byrne, "Confidence based lattice segmentation and minimum Bayes-risk decoding," in Eurospeech, Aalborg, Denmark, 2001.
    • (2001) Eurospeech
    • Goel, V.1    Kumar, S.2    Byrne, W.3
  • 15
    • 85009178203 scopus 로고    scopus 로고
    • Minimum Bayes-risk automatic speech recognition
    • W. Chou and B.-H. Juang, Eds. CRC Press
    • V. Goel and W. Byrne, "Minimum Bayes-risk automatic speech recognition," in Pattern Recognition in Speech and Language Processing, W. Chou and B.-H. Juang, Eds. CRC Press, 2003.
    • (2003) Pattern Recognition in Speech and Language Processing
    • Goel, V.1    Byrne, W.2
  • 16
    • 85009279391 scopus 로고    scopus 로고
    • Risk based lattice cutting for segmental minimum Bayes-risk decoding
    • Denver, Colorado, USA
    • S. Kumar and W. Byrne, "Risk based lattice cutting for segmental minimum Bayes-risk decoding," in ICSLP, Denver, Colorado, USA, 2002.
    • (2002) ICSLP
    • Kumar, S.1    Byrne, W.2
  • 17
    • 14644403127 scopus 로고    scopus 로고
    • Using SVMs to classify variable length speech patterns
    • Cambridge University Eng. Dept., April
    • N. D. Smith and M. J. F. Gales, "Using SVMs to classify variable length speech patterns," Tech. Rep. CUED/F-INFENG/TR412, Cambridge University Eng. Dept., April 2002.
    • (2002) Tech. Rep. CUED/F-INFENG/TR412
    • Smith, N.D.1    Gales, M.J.F.2
  • 18
    • 0031334221 scopus 로고    scopus 로고
    • Selection of relevant features and examples in machine learning
    • A. Blum and P. Langley, "Selection of relevant features and examples in machine learning," Artificial Intelligence, vol. 97, no. 1-2, pp. 245-271, 1997.
    • (1997) Artificial Intelligence , vol.97 , Issue.1-2 , pp. 245-271
    • Blum, A.1    Langley, P.2
  • 19
    • 84862707751 scopus 로고    scopus 로고
    • CSLU, OGI
    • M. Noel, Alphadigits, CSLU, OGI, Available: http://www.cse.ogi.edu/CSLU/corpora/alphadigit, 1997.
    • (1997) Alphadigits
    • Noel, M.1
  • 22
    • 0002756136 scopus 로고    scopus 로고
    • Maximum mutual information estimation of hidden Markov models
    • S. A. Solla M. S. Kearns and D. A. Cohn, Eds., Cambridge: MIT Press
    • Y. Normandin, "Maximum mutual information estimation of hidden Markov models," in Automatic Speech and Speaker Recognition, S. A. Solla M. S. Kearns and D. A. Cohn, Eds. 2002, vol. 15, Cambridge: MIT Press.
    • (2002) Automatic Speech and Speaker Recognition , vol.15
    • Normandin, Y.1
  • 23
    • 0002867698 scopus 로고    scopus 로고
    • Large scale discriminative training for speech recognition
    • P. C. Woodland and D. Povey, "Large scale discriminative training for speech recognition," in Proc. ITW ASR, ISCA, 2000.
    • (2000) Proc. ITW ASR, ISCA
    • Woodland, P.C.1    Povey, D.2
  • 25
    • 0034849711 scopus 로고    scopus 로고
    • A hybrid GMM/SVM approach to speaker identification
    • Utah, USA
    • S. Fíne, J. Navrátil, and R. Gopinath, "A hybrid GMM/SVM approach to speaker identification," in ICASSP, Utah, USA, 2001.
    • (2001) ICASSP
    • Fíne, S.1    Navrátil, J.2    Gopinath, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.