메뉴 건너뛰기




Volumn 4, Issue , 2007, Pages

Cross-validation EM training for robust parameter estimation

Author keywords

Cross validation; EM training; Overtraining

Indexed keywords

ALGORITHMS; BIT ERROR RATE; BROADCASTING; MAXIMUM LIKELIHOOD; PARAMETER ESTIMATION; ROBUST CONTROL;

EID: 34547534396     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.366943     Document Type: Conference Paper
Times cited : (15)

References (14)
  • 2
    • 34547530026 scopus 로고    scopus 로고
    • A. P. Dempster, N. M. Laird, and D. B. Rubin, Maximum likelihood from incomplete data via the EM algorithm, J. of the Royal Statistical Society, Series B 39, no. 1, pp. 1-38, 1977.
    • A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," J. of the Royal Statistical Society, vol. Series B 39, no. 1, pp. 1-38, 1977.
  • 3
    • 34147153716 scopus 로고    scopus 로고
    • A comparative evaluation of variance flooring techniques in HMM-based speaker verification
    • Sydney
    • H. Melin, J. W. Koolwaaij, J. Lindberg, and F. Bimbot, "A comparative evaluation of variance flooring techniques in HMM-based speaker verification," in Proc. ICSLP, Sydney, 1998, pp. 2379-2382.
    • (1998) Proc. ICSLP , pp. 2379-2382
    • Melin, H.1    Koolwaaij, J.W.2    Lindberg, J.3    Bimbot, F.4
  • 4
    • 84875953283 scopus 로고    scopus 로고
    • Clustering via the Bayesian Information Criterion with applications in speech recognition
    • S. Chen and P. S. Gopalakrishnan, "Clustering via the Bayesian Information Criterion with applications in speech recognition," in Proc. ICASSP, 1998, pp. 645-648.
    • (1998) Proc. ICASSP , pp. 645-648
    • Chen, S.1    Gopalakrishnan, P.S.2
  • 5
    • 85135145174 scopus 로고    scopus 로고
    • Acoustic modeling based on the MDL criterion for speech recognition
    • K. Shinoda and T. Watanabe, "Acoustic modeling based on the MDL criterion for speech recognition," in Proc. EuroSpeech, 1997, vol. 1, pp. 99-102.
    • (1997) Proc. EuroSpeech , vol.1 , pp. 99-102
    • Shinoda, K.1    Watanabe, T.2
  • 6
    • 33947650089 scopus 로고    scopus 로고
    • HMM state clustering based on efficient cross-validation
    • Toulouse
    • T. Shinozaki, "HMM state clustering based on efficient cross-validation," in Proc. ICASSP, Toulouse, 2006, vol. I, pp. 1157-1160.
    • (2006) Proc. ICASSP , vol.1 , pp. 1157-1160
    • Shinozaki, T.1
  • 7
    • 0003822743 scopus 로고    scopus 로고
    • Cambridge University Engineering Department
    • S. Young et al., The HTK Book, Cambridge University Engineering Department, 2005.
    • (2005) The HTK Book
    • Young, S.1
  • 8
    • 34547504101 scopus 로고    scopus 로고
    • Model complexity selection and cross-validation EM training for robust speaker diarization
    • Hawaii, Submitted
    • X. Anguera, T. Shinozaki, C. Wooters, and J. Hernando, "Model complexity selection and cross-validation EM training for robust speaker diarization," in ICASSP, Hawaii, 2007, Submitted.
    • (2007) ICASSP
    • Anguera, X.1    Shinozaki, T.2    Wooters, C.3    Hernando, J.4
  • 9
    • 34547543570 scopus 로고    scopus 로고
    • Investigation on Mandarin broadcast news speech recognition
    • M. Y. Hwang, X. Lei, W. Wang, and T. Shinozaki, "Investigation on Mandarin broadcast news speech recognition," in Proc. ICSLP,2006.pp. 1233-1236.
    • (2006) Proc. ICSLP , pp. 1233-1236
    • Hwang, M.Y.1    Lei, X.2    Wang, W.3    Shinozaki, T.4
  • 10
    • 0022890536 scopus 로고
    • Maximum mutual information estimation of hidden Markov model parameters for speech recognition
    • L. R. Bahl, P. F. Brown, P. V. de Souza, and R. L. Mercer, "Maximum mutual information estimation of hidden Markov model parameters for speech recognition," in Proc. ICASSP, 1986, pp. 49-52.
    • (1986) Proc. ICASSP , pp. 49-52
    • Bahl, L.R.1    Brown, P.F.2    de Souza, P.V.3    Mercer, R.L.4
  • 11
    • 0036296863 scopus 로고    scopus 로고
    • Minimum phone error and i-smoothing for improved discriminative training
    • D. Povey and P.C. Woodland, "Minimum phone error and i-smoothing for improved discriminative training," in Proc. ICASSP, 2002, vol. I, pp. 105-108.
    • (2002) Proc. ICASSP , vol.1 , pp. 105-108
    • Povey, D.1    Woodland, P.C.2
  • 12
    • 33646798740 scopus 로고    scopus 로고
    • The IBM 2004 conversational telephony system for rich transcription
    • H. Soltau, B. Kingsbury, L. Mangu, D. Povery, G. Saon, and G. Zweig, "The IBM 2004 conversational telephony system for rich transcription," in Proc. ICASSP, 2005, vol. I, pp. 205-208.
    • (2005) Proc. ICASSP , vol.1 , pp. 205-208
    • Soltau, H.1    Kingsbury, B.2    Mangu, L.3    Povery, D.4    Saon, G.5    Zweig, G.6
  • 13
    • 85135194048 scopus 로고
    • Flexible speaker adaptation using maximum likelihood linear regression
    • C. J. Leggetter and P. C. Woodland, "Flexible speaker adaptation using maximum likelihood linear regression," in Proc. Eurospeech, 1995, pp. 1155-1158.
    • (1995) Proc. Eurospeech , pp. 1155-1158
    • Leggetter, C.J.1    Woodland, P.C.2
  • 14
    • 29144534131 scopus 로고    scopus 로고
    • Convergence theorems for generalized alternating minimization procedures
    • A. Gunawardana and W. Byrne, "Convergence theorems for generalized alternating minimization procedures," Journal of Machine Learning Research, vol. 6, pp. 2049-2073, 2005.
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 2049-2073
    • Gunawardana, A.1    Byrne, W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.