메뉴 건너뛰기




Volumn 52, Issue 8, 2004, Pages 2348-2355

Applications of support vector machines to speech recognition

Author keywords

[No Author keywords available]

Indexed keywords

DECISION THEORY; LEARNING SYSTEMS; MARKOV PROCESSES; MATHEMATICAL MODELS; OPTIMIZATION; STATISTICAL METHODS;

EID: 3543087978     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2004.831018     Document Type: Article
Times cited : (235)

References (33)
  • 1
    • 0016939124 scopus 로고
    • Continuous speech recognition by statistical methods
    • F. Jelinek, "Continuous speech recognition by statistical methods," Proc. IEEE, vol. 64, pp. 532-537, 1976.
    • (1976) Proc. IEEE , vol.64 , pp. 532-537
    • Jelinek, F.1
  • 3
    • 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. Statist. Soc., vol. 39, no. 1, pp. 1-38, 1977.
    • (1977) J. R. Statist. Soc. , vol.39 , Issue.1 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 5
    • 0012288163 scopus 로고    scopus 로고
    • Very large scale MMIE training for conversational telephone speech recognition
    • P. Woodland and D. Povey, "Very large scale MMIE training for conversational telephone speech recognition," in Proc. Speech Transcription Workshop, 2000.
    • (2000) Proc. Speech Transcription Workshop
    • Woodland, P.1    Povey, D.2
  • 7
    • 0026404745 scopus 로고
    • An alphanet approach to optimizing input transformations for continuous speech recognition
    • Toronto, ON, Canada, Apr
    • J. S. Bridle and L. Dodd, "An alphanet approach to optimizing input transformations for continuous speech recognition," in Proc. Int. Conf. Acoust., Speech, Signal Process., vol. 1, Toronto, ON, Canada, Apr. 1991., pp. 277-280.
    • (1991) Proc. Int. Conf. Acoust., Speech, Signal Process. , vol.1 , pp. 277-280
    • Bridle, J.S.1    Dodd, L.2
  • 9
    • 85020178364 scopus 로고    scopus 로고
    • The 1997 ABBOT system for the transcription of broadcast news
    • Lansdowne, VA
    • G. D. Cook and A. J. Robinson, "The 1997 ABBOT system for the transcription of broadcast news," in Proc. DARPA BNTU Workshop, Lansdowne, VA, 1997.
    • (1997) Proc. DARPA BNTU Workshop
    • Cook, G.D.1    Robinson, A.J.2
  • 13
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C. J. C. Burges, "A tutorial on support vector machines for pattern recognition," Knowledge Discovery Data Mining, vol. 2, no. 2, pp. 121-167, 1998.
    • (1998) Knowledge Discovery Data Mining , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 14
    • 0032594960 scopus 로고    scopus 로고
    • Moderating the outputs of support vector machine classifiers
    • Sept
    • J. Kwok, "Moderating the outputs of support vector machine classifiers," IEEE Trans. Neural Networks, vol. 10, pp. 1018-1031, Sept. 1999.
    • (1999) IEEE Trans. Neural Networks , vol.10 , pp. 1018-1031
    • Kwok, J.1
  • 15
    • 0003243224 scopus 로고    scopus 로고
    • Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods
    • Cambridge, MA: MIT Press
    • J. Platt, "Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods," in Advances in Large Margin Classifiers. Cambridge, MA: MIT Press, 1999.
    • (1999) Advances in Large Margin Classifiers
    • Platt, J.1
  • 16
    • 24044435942 scopus 로고    scopus 로고
    • Reducing multiclass to binary: A unifying approach for margin classifiers
    • Dec
    • E. Allwein, R. E. Schapire, and Y. Singer, "Reducing multiclass to binary: A unifying approach for margin classifiers," J. Machine Learning Res., vol. 1, pp. 113-141, Dec. 2000.
    • (2000) J. Machine Learning Res. , vol.1 , pp. 113-141
    • Allwein, E.1    Schapire, R.E.2    Singer, Y.3
  • 17
  • 20
    • 3543130220 scopus 로고    scopus 로고
    • A sparse modeling approach to speech recognition based on relevance vector machines
    • Denver, CO, Sept
    • J. Hamaker, J. Picone, and A. Ganapathiraju, "A sparse modeling approach to speech recognition based on relevance vector machines," in Proc. Int. Conf. Spoken Language Processing, vol. 2, Denver, CO, Sept. 2002, pp. 1001-1004.
    • (2002) Proc. Int. Conf. Spoken Language Processing , vol.2 , pp. 1001-1004
    • Hamaker, J.1    Picone, J.2    Ganapathiraju, A.3
  • 21
    • 85009080427 scopus 로고    scopus 로고
    • Data-dependent kernels in SVM classification of speech patterns
    • Beijing, China, Oct
    • N. Smith and M. Niranjan, "Data-dependent kernels in SVM classification of speech patterns," in Proc. Int. Conf. Spoken Language Processing, Beijing, China, Oct. 2000, pp. 297-300.
    • (2000) Proc. Int. Conf. Spoken Language Processing , pp. 297-300
    • Smith, N.1    Niranjan, M.2
  • 24
    • 84969173798 scopus 로고    scopus 로고
    • Segmentation and modeling in segment-based recognition
    • Rhodes, Greece, Sept
    • J. Chang and J. Glass, "Segmentation and modeling in segment-based recognition," in Proc. Eurospeech, Rhodes, Greece, Sept. 1997, pp. 1199-1202.
    • (1997) Proc. Eurospeech , pp. 1199-1202
    • Chang, J.1    Glass, J.2
  • 26
    • 3543086930 scopus 로고    scopus 로고
    • CSLU, OGI, Portland, OR. [Online]. Available
    • R. Cole. (1998) Alphadigit Corpus v1.0. CSLU, OGI, Portland, OR. [Online]. Available: http://www.cse.ogi.edu/CSLU/corpora/alphadigit
    • (1998) Alphadigit Corpus V1.0
    • Cole, R.1
  • 27
    • 85016587886 scopus 로고
    • SWITCHBOARD: Telephone speech corpus for research and development
    • San Francisco, CA, Mar
    • J. Godfrey, E. Holliman, and J. McDaniel, "SWITCHBOARD: Telephone speech corpus for research and development," in Proc. ICASSP, vol. 1, San Francisco, CA, Mar. 1992, pp. 517-520.
    • (1992) Proc. ICASSP , vol.1 , pp. 517-520
    • Godfrey, J.1    Holliman, E.2    McDaniel, J.3
  • 30
    • 3543094009 scopus 로고    scopus 로고
    • Mississippi State Univ., Mississippi State, MS. [Online]. Available
    • J. Picone and D. May. (2003) A Visual introduction to pattern recognition. Mississippi State Univ., Mississippi State, MS. [Online]. Available: http://www.isip.msstate.edu/projects/speech/software/demonstrations/applets/util/patterncognition/current/index.html
    • (2003) A Visual Introduction to Pattern Recognition
    • Picone, J.1    May, D.2
  • 31
    • 85009160092 scopus 로고    scopus 로고
    • Acoustic, phonetic, and discriminative approaches to automatic language identification
    • Geneva, Switzerland, Sept
    • E. Singer, P. A. Torres-Carrasquillo, T. P. Gleason, and W. M. Campbell, "Acoustic, phonetic, and discriminative approaches to automatic language identification," in Proc. Eurospeech, Geneva, Switzerland, Sept. 2003, pp. 1345-1348.
    • (2003) Proc. Eurospeech , pp. 1345-1348
    • Singer, E.1    Torres-Carrasquillo, P.A.2    Gleason, T.P.3    Campbell, W.M.4
  • 32
    • 0038685626 scopus 로고    scopus 로고
    • Cornell Univ., Ithaca, NY. [Online]. Available
    • T. Joachims. (1999) SVMLight: support vector machine. Cornell Univ., Ithaca, NY. [Online]. Available: http://www.cs.cornell.edu/People/tj/svmght/
    • (1999) SVMLight: Support Vector Machine
    • Joachims, T.1
  • 33
    • 3543136095 scopus 로고    scopus 로고
    • Advances in speech recognition using sparse Bayesian methods
    • submitted for publication
    • J. Hamaker and J. Picone, "Advances in speech recognition using sparse Bayesian methods," IEEE Trans. Speech Audio Processing, submitted for publication.
    • IEEE Trans. Speech Audio Processing
    • Hamaker, J.1    Picone, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.