메뉴 건너뛰기




Volumn 15, Issue 2, 2007, Pages 652-660

Robust speaker adaptation by weighted model averaging based on the minimum description length criterion

Author keywords

Maximum likelihood linear regression (MLLR); Minimum description length (MDL); Model averaging; Speaker adaptation

Indexed keywords

COMPUTATIONAL ADVANTAGES; CONSISTENT PERFORMANCE; MAXIMUM LIKELIHOOD LINEAR REGRESSION (MLLR); MAXIMUM-LIKELIHOOD ESTIMATIONS; MINIMUM DESCRIPTION LENGTH (MDL); MINIMUM DESCRIPTION LENGTH CRITERION; MINIMUM DESCRIPTION LENGTH PRINCIPLES; MODEL AVERAGING; REGRESSION TREES; SPEAKER ADAPTATION; WEIGHTED MODELS;

EID: 64149094039     PISSN: 15587916     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASL.2006.876773     Document Type: Article
Times cited : (1)

References (29)
  • 1
    • 0029288633 scopus 로고
    • Maximum likelihood linear regression for speaker adaptation of continuous density hidden Markov models
    • C. Leggetter and P.Woodland, "Maximum likelihood linear regression for speaker adaptation of continuous density hidden Markov models," Comput. Speech Lang., vol. 9, pp. 171-185, 1995.
    • (1995) Comput. Speech Lang , vol.9 , pp. 171-185
    • Leggetter, C.1    Woodland, P.2
  • 2
    • 7544235206 scopus 로고    scopus 로고
    • Maximum-likelihood nonlinear transformation for acoustic adaptation
    • Nov
    • M. Padmanabhan and S. Dharanipragada, "Maximum-likelihood nonlinear transformation for acoustic adaptation," IEEE Trans. Speech Audio Process., vol. 12, no. 6, pp. 572-578, Nov. 2004.
    • (2004) IEEE Trans. Speech Audio Process , vol.12 , Issue.6 , pp. 572-578
    • Padmanabhan, M.1    Dharanipragada, S.2
  • 3
    • 0028419019 scopus 로고
    • Maximum a posteriori estimation for multivariate Gaussian mixture observations of Markov chains
    • Mar
    • J.-L. Gauvain and C.-H. Lee, "Maximum a posteriori estimation for multivariate Gaussian mixture observations of Markov chains," IEEE Trans. Speech Audio Process., vol. 2, no. 2, pp. 291-298, Mar. 1994.
    • (1994) IEEE Trans. Speech Audio Process , vol.2 , Issue.2 , pp. 291-298
    • Gauvain, J.-L.1    Lee, C.-H.2
  • 5
    • 0035279111 scopus 로고    scopus 로고
    • A structural Bayes approach to speaker adaptation
    • May
    • K. Shinoda and C.-H. Lee, "A structural Bayes approach to speaker adaptation," IEEE Trans. Speech Audio Process., vol. 9, no. 3, pp. 276-287, May 2001.
    • (2001) IEEE Trans. Speech Audio Process , vol.9 , Issue.3 , pp. 276-287
    • Shinoda, K.1    Lee, C.-H.2
  • 7
    • 0032657749 scopus 로고    scopus 로고
    • Correlation modeling of MLLR transform biases for rapid HMM adaptation to new speakers
    • E. Bocchieri et al., "Correlation modeling of MLLR transform biases for rapid HMM adaptation to new speakers," in Proc. IEEE Int. Conf. Acoustics, Speech Signal Processing, 1999, pp. 773-776.
    • (1999) Proc. IEEE Int. Conf. Acoustics, Speech Signal Processing , pp. 773-776
    • Bocchieri, E.1
  • 11
    • 4544261737 scopus 로고    scopus 로고
    • A study of various composite kernels for kernel eigenvoice speaker adaptation
    • B. Mak et al., "A study of various composite kernels for kernel eigenvoice speaker adaptation," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing, 2004, pp. 325-328.
    • (2004) Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing , pp. 325-328
    • Mak, B.1
  • 12
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • J. Rissanen, "Modeling by shortest data description," Automatica, vol. 14, pp. 465-471, 1978.
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 14
    • 85009247858 scopus 로고    scopus 로고
    • Tree-structured maximum a posteriori adaptation for a segment-based speech recognition system
    • I. Illina, "Tree-structured maximum a posteriori adaptation for a segment-based speech recognition system," in Proc. Int. Conf. Spoken Language Process., 2002.
    • (2002) Proc. Int. Conf. Spoken Language Process
    • Illina, I.1
  • 15
    • 0141879236 scopus 로고    scopus 로고
    • Model selectin and the principle of minimum description length
    • M. Hansen and B. Yu, "Model selectin and the principle of minimum description length," J. Amer. Statist. Assoc., vol. 96, no. 454, pp. 746-774, 2001.
    • (2001) J. Amer. Statist. Assoc , vol.96 , Issue.454 , pp. 746-774
    • Hansen, M.1    Yu, B.2
  • 16
    • 0032183995 scopus 로고    scopus 로고
    • The minimum description length principle in coding and modeling
    • Oct
    • A. Barron, J. Rissanen, and B. Yu, "The minimum description length principle in coding and modeling," IEEE Trans. Inf. Theory, vol. 44, no. 6, pp. 2743-2760, Oct. 1998.
    • (1998) IEEE Trans. Inf. Theory , vol.44 , Issue.6 , pp. 2743-2760
    • Barron, A.1    Rissanen, J.2    Yu, B.3
  • 19
    • 0035440798 scopus 로고    scopus 로고
    • Online Bayesian tree-structured transformation of HMMs with optimal model selection for speaker adaptation
    • Nov
    • S.Wang and Y. Zhao, "Online Bayesian tree-structured transformation of HMMs with optimal model selection for speaker adaptation," IEEE Trans. Speech Audio Process., vol. 9, no. 6, pp. 663-677, Nov. 2001.
    • (2001) IEEE Trans. Speech Audio Process , vol.9 , Issue.6 , pp. 663-677
    • Wang, S.1    Zhao, Y.2
  • 20
    • 64149115326 scopus 로고    scopus 로고
    • S.Young et al, The HTK Book Version 3.1, Cambridge, U.K, Cambridge Univ. Eng. Dept, 2001
    • S.Young et al., The HTK Book (Version 3.1). Cambridge, U.K.: Cambridge Univ. Eng. Dept., 2001.
  • 22
    • 0016486577 scopus 로고
    • Universal codeword sets and representation of the intergers
    • Mar
    • P. Elias, "Universal codeword sets and representation of the intergers," IEEE Trans. Inf. Theory, vol. IT-21, no. 2, pp. 194-203, Mar. 1975.
    • (1975) IEEE Trans. Inf. Theory , vol.IT-21 , Issue.2 , pp. 194-203
    • Elias, P.1
  • 23
    • 0001098776 scopus 로고
    • A universal prior for integers and estimation by minimum description length
    • J. Rissanen, "A universal prior for integers and estimation by minimum description length," Ann. Statist., vol. 11, pp. 416-431, 1983.
    • (1983) Ann. Statist , vol.11 , pp. 416-431
    • Rissanen, J.1
  • 25
  • 26
    • 33947630676 scopus 로고    scopus 로고
    • Adaptation of children's speech with limited data based on formant-like peak alignment
    • to be published
    • X. Cui and A. Alwan, "Adaptation of children's speech with limited data based on formant-like peak alignment," Comput. Speech Language, to be published.
    • Comput. Speech Language
    • Cui, X.1    Alwan, A.2
  • 28
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Dec
    • H. Akaike, "A new look at the statistical model identification, " IEEE Trans. Autom. Control, vol. 19, no. 6, pp. 716-723, Dec. 1974.
    • (1974) IEEE Trans. Autom. Control , vol.19 , Issue.6 , pp. 716-723
    • Akaike, H.1
  • 29
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • G. Schwartz, "Estimating the dimension of a model," Ann. Statist., vol. 6, pp. 461-464, 1978.
    • (1978) Ann. Statist , vol.6 , pp. 461-464
    • Schwartz, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.