메뉴 건너뛰기




Volumn E89-D, Issue 3, 2006, Pages 900-907

Minimum bayes risk estimation and decoding in large vocabulary continuous speech recognition

Author keywords

Acoustic modeling; Automatic speech recognition; Discriminative training; Maximum mutual information

Indexed keywords

DECODING; IDENTIFICATION (CONTROL SYSTEMS); IMAGE SEGMENTATION; MARKOV PROCESSES; MATHEMATICAL MODELS; RISK ASSESSMENT;

EID: 33645766076     PISSN: 09168532     EISSN: 17451361     Source Type: Journal    
DOI: 10.1093/ietisy/e89-d.3.900     Document Type: Conference Paper
Times cited : (12)

References (28)
  • 1
    • 0016507833 scopus 로고
    • Design of a linguistic statistical decoder for the recognition of continuous speech
    • F. Jelinek, L. Bahl, and R. Mercer, "Design of a linguistic statistical decoder for the recognition of continuous speech," IEEE Trans. Inf. Theory, vol.21, no.3, pp.250-256, 1975.
    • (1975) IEEE Trans. Inf. Theory , vol.21 , Issue.3 , pp. 250-256
    • Jelinek, F.1    Bahl, L.2    Mercer, R.3
  • 2
    • 0016939124 scopus 로고
    • Continuous speech recognition by statistical methods
    • F. Jelinek, "Continuous speech recognition by statistical methods," Proc. IEEE, vol.64, pp.532-556, 1976.
    • (1976) Proc. IEEE , vol.64 , pp. 532-556
    • Jelinek, F.1
  • 5
    • 0029288633 scopus 로고
    • Maximum likelihood linear regression for speaker adaptation of continuous density hidden Markov models
    • April
    • C.J. Leggetter and P.C. Woodland, "Maximum likelihood linear regression for speaker adaptation of continuous density hidden Markov models," Comput. Speech Lang., vol.9, pp.171-185, April 1995.
    • (1995) Comput. Speech Lang. , vol.9 , pp. 171-185
    • Leggetter, C.J.1    Woodland, P.C.2
  • 6
    • 0002867698 scopus 로고    scopus 로고
    • Large scale discriminative training for speech recognition
    • ISCA
    • P. Woodland and D. Povey, "Large scale discriminative training for speech recognition," Proc. ITW ASR, ISCA, 2000.
    • (2000) Proc. ITW ASR
    • Woodland, P.1    Povey, D.2
  • 7
    • 0030638031 scopus 로고    scopus 로고
    • A post-processing system to yield reduced word error rates: Recognizer output voting error reduction (ROVER)
    • J. Fiscus, "A post-processing system to yield reduced word error rates: Recognizer output voting error reduction (ROVER)," IEEE ASRU Workshop, pp.347-352, 1997.
    • (1997) IEEE ASRU Workshop , pp. 347-352
    • Fiscus, J.1
  • 8
    • 0025404590 scopus 로고
    • On the relations between modeling approaches for information sources
    • March
    • Y. Ephraim and L.R. Rabiner, "On the relations between modeling approaches for information sources," IEEE Trans. Inf. Theory, vol.36, no.2, pp.372-380, March 1990.
    • (1990) IEEE Trans. Inf. Theory , vol.36 , Issue.2 , pp. 372-380
    • Ephraim, Y.1    Rabiner, L.R.2
  • 11
    • 33645756094 scopus 로고    scopus 로고
    • Confidence based lattice segmentation and minimum Bayes-risk decoding of lattice segments
    • Aalborg, Denmark
    • V. Goel, S. Kumar, and W. Byrne, "Confidence based lattice segmentation and minimum Bayes-risk decoding of lattice segments," Proc. European Conference on Speech Technology, Aalborg, Denmark, 2001.
    • (2001) Proc. European Conference on Speech Technology
    • Goel, V.1    Kumar, S.2    Byrne, W.3
  • 12
    • 85009279391 scopus 로고    scopus 로고
    • Risk based lattice cutting for segmental minimum Bayes-risk decoding
    • Denver, CO, USA
    • S. Kumar and W. Byrne, "Risk based lattice cutting for segmental minimum Bayes-risk decoding," ICSLP 2002, pp.373-376, Denver, CO, USA, 2002.
    • (2002) ICSLP 2002 , pp. 373-376
    • Kumar, S.1    Byrne, W.2
  • 13
    • 0001492251 scopus 로고    scopus 로고
    • Minimum Bayes-risk automatic speech recognition
    • V. Goel and W. Byrne, "Minimum Bayes-risk automatic speech recognition," Comput. Speech Lang., vol.14, no.2, pp. 115-135, 2000.
    • (2000) Comput. Speech Lang. , vol.14 , Issue.2 , pp. 115-135
    • Goel, V.1    Byrne, W.2
  • 14
    • 85009178203 scopus 로고    scopus 로고
    • Pattern Recognition in Speech and Language Processing, ed. W. Chou and B.H. Juang, CRC Press
    • V. Goel and W. Byrne, "Minimum Bayes-risk automatic speech recognition," in Pattern Recognition in Speech and Language Processing, ed. W. Chou and B.H. Juang, CRC Press, 2003.
    • (2003) Minimum Bayes-risk Automatic Speech Recognition
    • Goel, V.1    Byrne, W.2
  • 15
    • 2442562479 scopus 로고    scopus 로고
    • Segmental minimum Bayes-risk decoding for automatic speech recognition
    • May
    • V. Goel, S. Kumar, and W. Byrne, "Segmental minimum Bayes-risk decoding for automatic speech recognition," IEEE Trans. Speech Audio Process., vol.12, no.3, pp.234-249, May 2004.
    • (2004) IEEE Trans. Speech Audio Process. , vol.12 , Issue.3 , pp. 234-249
    • Goel, V.1    Kumar, S.2    Byrne, W.3
  • 16
    • 29444447644 scopus 로고    scopus 로고
    • Lattice segmentation and minimum Bayes risk discriminative training for large vocabulary continuous speech recognition
    • V. Doumpiotis and W. Byrne, "Lattice segmentation and minimum Bayes risk discriminative training for large vocabulary continuous speech recognition," Speech Commun., no.2, pp. 142-160, 2005.
    • (2005) Speech Commun. , Issue.2 , pp. 142-160
    • Doumpiotis, V.1    Byrne, W.2
  • 17
    • 85027129694 scopus 로고    scopus 로고
    • Ginisupport vector machines for segmental minimum Bayes risk decoding of continuous speech
    • Accepted. To appear
    • V. Venkataramani, S. Chakrabartty, and W. Byrne, "Ginisupport vector machines for segmental minimum Bayes risk decoding of continuous speech," Comput. Speech Lang., 'Accepted. To appear'.
    • Comput. Speech Lang.
    • Venkataramani, V.1    Chakrabartty, S.2    Byrne, W.3
  • 18
    • 33645759970 scopus 로고    scopus 로고
    • Lattice segmentation and support vector machines for large vocabulary continuous speech recognition
    • V. Venkataramani and W. Byrne, "Lattice segmentation and support vector machines for large vocabulary continuous speech recognition," Proc. ICASSP, pp.817-820, 2005.
    • (2005) Proc. ICASSP , pp. 817-820
    • Venkataramani, V.1    Byrne, W.2
  • 21
    • 0036299139 scopus 로고    scopus 로고
    • Using SVMs and discriminative models for speech recognition
    • N. Smith and M. Gales, "Using SVMs and discriminative models for speech recognition," Proc. ICASSP, pp.77-80, 2002.
    • (2002) Proc. ICASSP , pp. 77-80
    • Smith, N.1    Gales, M.2
  • 23
    • 84958744857 scopus 로고    scopus 로고
    • Forward decoding kernel machines: A hybrid HMM/SVM approach to sequence recognition
    • Lecture Notes in Computer Science, MIT Press, 2002. Toolkit
    • S. Chakrabartty and G. Cauwenberghs, "Forward decoding kernel machines: A hybrid HMM/SVM approach to sequence recognition," Proc. SVM 2002, Lecture Notes in Computer Science, MIT Press, 2002. Toolkit: http://bach.ece.jhu.edu/svm/ginisvm/
    • (2002) Proc. SVM
    • Chakrabartty, S.1    Cauwenberghs, G.2
  • 24
    • 0025680226 scopus 로고
    • Tools for the analysis of benchmark speech recognition tests
    • D. Pallett, W. Fisher, and J. Fiscus, "Tools for the analysis of benchmark speech recognition tests.," Proc. ICASSP, pp.97-100, 1990.
    • (1990) Proc. ICASSP , pp. 97-100
    • Pallett, D.1    Fisher, W.2    Fiscus, J.3
  • 25
    • 0036836844 scopus 로고    scopus 로고
    • Overall risk criterion estimation of hidden Markov model parameters
    • J. Kaiser, B. Horvat, and Z. Kacic, "Overall risk criterion estimation of hidden Markov model parameters," Speech Commun., vol.38, no.3-4, pp.383-398, 2002.
    • (2002) Speech Commun. , vol.38 , Issue.3-4 , pp. 383-398
    • Kaiser, J.1    Horvat, B.2    Kacic, Z.3
  • 26
    • 0025952278 scopus 로고
    • An inequality for rational functions with applications to some statistical estimation problems
    • Jan.
    • P.S. Gopalakrishnan, D. Kanevsky, A. Nádas, and D. Nahamoo, "An inequality for rational functions with applications to some statistical estimation problems," IEEE Trans. Inf. Theory, vol.37, no.1, pp. 107-113, Jan. 1991.
    • (1991) IEEE Trans. Inf. Theory , vol.37 , Issue.1 , pp. 107-113
    • Gopalakrishnan, P.S.1    Kanevsky, D.2    Nádas, A.3    Nahamoo, D.4
  • 27
    • 0026982122 scopus 로고
    • Discriminative learning for minimum error classification
    • Dec.
    • B.H. Juang and S. Katagiri, "Discriminative learning for minimum error classification," IEEE Trans. Speech Audio Process., vol.40, no. 12, pp.3043-3054, Dec. 1992.
    • (1992) IEEE Trans. Speech Audio Process. , vol.40 , Issue.12 , pp. 3043-3054
    • Juang, B.H.1    Katagiri, S.2
  • 28
    • 33645766757 scopus 로고    scopus 로고
    • Automatic Speech and Speaker Recognition, ed. C.H. Lee, F.K. Soong, and K.K. Paliwal, Kluwer Academic Publishers
    • Y. Normandin, "Maximum mutual information estimation of hidden Markov models," in Automatic Speech and Speaker Recognition, ed. C.H. Lee, F.K. Soong, and K.K. Paliwal, pp.57-82, Kluwer Academic Publishers, 1996.
    • (1996) Maximum Mutual Information Estimation of Hidden Markov Models , pp. 57-82
    • Normandin, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.