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Volumn , Issue , 2008, Pages 2542-2545

A hybrid SVM/MCE training approach for vector space topic identification of spoken audio recordings

Author keywords

MCE training; Support vector machines; Topic identification; Topic spotting

Indexed keywords

ERROR RATE REDUCTION; FEATURE SPACE; FUNCTION WORDS; INPUT FEATURES; KERNEL FUNCTION; MCE TRAINING; MINIMUM CLASSIFICATION ERROR; RELATIVE CONTRIBUTION; SPOKEN AUDIO RECORDING; SUPPORT VECTOR; SVM CLASSIFIERS; TOPIC IDENTIFICATION; TOPIC SPOTTING;

EID: 84867211153     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (4)

References (9)
  • 2
    • 0000913324 scopus 로고    scopus 로고
    • SVMTorch: Support vector machines for large-scale regression problems
    • R. Collobert and S. Bengio, "SVMTorch: Support vector machines for large-scale regression problems," Journal of Machine Learning Research, vol. 1, pp. 143-160, 2001.
    • (2001) Journal of Machine Learning Research , vol.1 , pp. 143-160
    • Collobert, R.1    Bengio, S.2
  • 3
    • 51449103896 scopus 로고    scopus 로고
    • Discriminative feature weighting using MCE training for topic identification of spoken audio recordings
    • T. J. Hazen and A. Margolis, "Discriminative feature weighting using MCE training for topic identification of spoken audio recordings," in Proc. ICASSP, Las Vegas, April 2008.
    • Proc. ICASSP, Las Vegas, April 2008
    • Hazen, T.J.1    Margolis, A.2
  • 4
    • 0037226148 scopus 로고    scopus 로고
    • Discriminative training of natural language call routers
    • Jan.
    • H.-K. J. Kuo, and C.-H. Lee, "Discriminative training of natural language call routers," in IEEE Trans. on Speech and Audio Processing, vol. 11, no. 1, pp. 24-35, Jan. 2003.
    • (2003) IEEE Trans. on Speech and Audio Processing , vol.11 , Issue.1 , pp. 24-35
    • Kuo, H.-K.J.1    Lee, C.-H.2
  • 6
    • 0026982122 scopus 로고
    • Discriminative learning for minimum error classification
    • Dec.
    • B.-H. Juang and S. Katagiri, "Discriminative learning for minimum error classification," IEEE Trans. Signal Processing, vol. 40, no. 12, Dec. 1992.
    • (1992) IEEE Trans. Signal Processing , vol.40 , Issue.12
    • Juang, B.-H.1    Katagiri, S.2
  • 8
    • 0038359548 scopus 로고    scopus 로고
    • A probabilistic framework for segment-based speech recognition
    • J. Glass, "A probabilistic framework for segment-based speech recognition," Computer Speech and Language, vol. 17, no. 2-3, pp. 137-152, 2003.
    • (2003) Computer Speech and Language , vol.17 , Issue.2-3 , pp. 137-152
    • Glass, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.