메뉴 건너뛰기




Volumn 90, Issue 8, 2010, Pages 2353-2361

Semi-supervised speaker identification under covariate shift

Author keywords

Covariate shift; Importance estimation; Kernel logistic regression; Semi supervised learning; Speaker identification

Indexed keywords

COVARIATE SHIFT; COVARIATES; KERNEL LOGISTIC REGRESSION; SEMI-SUPERVISED LEARNING; SPEAKER IDENTIFICATION;

EID: 77951203581     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2009.06.001     Document Type: Article
Times cited : (47)

References (36)
  • 2
    • 0033884858 scopus 로고    scopus 로고
    • Speaker verification using adapted Gaussian mixture models
    • Reynolds D.A., Quatieri T.F., and Dunn R.B. Speaker verification using adapted Gaussian mixture models. Digital Signal Processing 10 1 (2000) 19-41
    • (2000) Digital Signal Processing , vol.10 , Issue.1 , pp. 19-41
    • Reynolds, D.A.1    Quatieri, T.F.2    Dunn, R.B.3
  • 4
    • 34147189462 scopus 로고    scopus 로고
    • A kernel trick for sequences applied to text-independent speaker verification systems
    • Mariethoz J., and Bengio S. A kernel trick for sequences applied to text-independent speaker verification systems. Pattern Recognition 40 8 (2007) 2315-2324
    • (2007) Pattern Recognition , vol.40 , Issue.8 , pp. 2315-2324
    • Mariethoz, J.1    Bengio, S.2
  • 5
    • 0019583902 scopus 로고
    • Comparison of speaker recognition methods using statistical features and dynamic features
    • Furui S. Comparison of speaker recognition methods using statistical features and dynamic features. IEEE Transactions on Acoustic, Speech and Signal Processing 29 3 (1986) 342-350
    • (1986) IEEE Transactions on Acoustic, Speech and Signal Processing , vol.29 , Issue.3 , pp. 342-350
    • Furui, S.1
  • 6
    • 0142155123 scopus 로고    scopus 로고
    • Robust model for speaker verification against session-dependent utterance variation
    • Matsui T., and Aikawa K. Robust model for speaker verification against session-dependent utterance variation. IEICE Transactions on Information and Systems E86-D 4 (2003) 712-718
    • (2003) IEICE Transactions on Information and Systems , vol.E86-D , Issue.4 , pp. 712-718
    • Matsui, T.1    Aikawa, K.2
  • 7
    • 33645774208 scopus 로고    scopus 로고
    • Comparative study of speaker identification methods: dPLRM, SVM, and GMM
    • Matsui T., and Tanabe K. Comparative study of speaker identification methods: dPLRM, SVM, and GMM. IEICE Transactions on Information and Systems E89-D 3 (2006) 1066-1073
    • (2006) IEICE Transactions on Information and Systems , vol.E89-D , Issue.3 , pp. 1066-1073
    • Matsui, T.1    Tanabe, K.2
  • 8
    • 10444288304 scopus 로고
    • Cepstral analysis technique for automatic speaker verification
    • Furui S. Cepstral analysis technique for automatic speaker verification. Journal of Acoustical Society of America 55 (June 1974) 1204-1312
    • (1974) Journal of Acoustical Society of America , vol.55 , pp. 1204-1312
    • Furui, S.1
  • 11
    • 70549113878 scopus 로고    scopus 로고
    • Adaptive importance sampling for value function approximation in off-policy reinforcement learning
    • to appear
    • H. Hachiya, T. Akiyama, M. Sugiyama, J. Peters, Adaptive importance sampling for value function approximation in off-policy reinforcement learning, Neural Networks, 2009, to appear.
    • (2009) Neural Networks
    • Hachiya, H.1    Akiyama, T.2    Sugiyama, M.3    Peters, J.4
  • 14
    • 34249096224 scopus 로고    scopus 로고
    • Dirichlet-enhanced spam filtering based on biased samples
    • MIT Press, Cambridge, MA
    • Bickel S., and Scheffer T. Dirichlet-enhanced spam filtering based on biased samples. Advances in Neural Information Processing Systems (2007), MIT Press, Cambridge, MA 161-168
    • (2007) Advances in Neural Information Processing Systems , pp. 161-168
    • Bickel, S.1    Scheffer, T.2
  • 16
    • 77950222595 scopus 로고    scopus 로고
    • Direct density ratio estimation for large-scale covariate shift adaptation
    • Tsuboi Y., Kashima H., Hido S., Bickel S., and Sugiyama M. Direct density ratio estimation for large-scale covariate shift adaptation. IPSJ Journal 50 4 (2009) 1-19
    • (2009) IPSJ Journal , vol.50 , Issue.4 , pp. 1-19
    • Tsuboi, Y.1    Kashima, H.2    Hido, S.3    Bickel, S.4    Sugiyama, M.5
  • 19
    • 0000125534 scopus 로고
    • Sample selection bias as a specification error
    • Heckman J.J. Sample selection bias as a specification error. Econometrica 47 1 (1979) 153-162
    • (1979) Econometrica , vol.47 , Issue.1 , pp. 153-162
    • Heckman, J.J.1
  • 22
    • 0012035667 scopus 로고    scopus 로고
    • Robust weights and designs for biased regression models: least squares and generalized M-estimation
    • Wiens D.P. Robust weights and designs for biased regression models: least squares and generalized M-estimation. Journal of Statistical Planning and Inference 83 2 (2000) 395-412
    • (2000) Journal of Statistical Planning and Inference , vol.83 , Issue.2 , pp. 395-412
    • Wiens, D.P.1
  • 23
    • 0038647337 scopus 로고    scopus 로고
    • Active learning algorithm using the maximum weighted log-likelihood estimator
    • Kanamori T., and Shimodaira H. Active learning algorithm using the maximum weighted log-likelihood estimator. Journal of Statistical Planning and Inference 116 1 (2003) 149-162
    • (2003) Journal of Statistical Planning and Inference , vol.116 , Issue.1 , pp. 149-162
    • Kanamori, T.1    Shimodaira, H.2
  • 24
    • 30744458353 scopus 로고    scopus 로고
    • Active learning in approximately linear regression based on conditional expectation of generalization error
    • Sugiyama M. Active learning in approximately linear regression based on conditional expectation of generalization error. Journal of Machine Learning Research 7 (2006) 141-166
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 141-166
    • Sugiyama, M.1
  • 26
    • 0037527188 scopus 로고    scopus 로고
    • Improving predictive inference under covariate shift by weighting the log-likelihood function
    • Shimodaira H. Improving predictive inference under covariate shift by weighting the log-likelihood function. Journal of Statistical Planning and Inference 90 2 (2000) 227-244
    • (2000) Journal of Statistical Planning and Inference , vol.90 , Issue.2 , pp. 227-244
    • Shimodaira, H.1
  • 30
    • 33947666555 scopus 로고    scopus 로고
    • Penalized logistic regression machines: New methods for statistical prediction 1
    • Technical Report 143, Institute of Statistical Mathematics
    • K. Tanabe, Penalized logistic regression machines: new methods for statistical prediction 1, Technical Report 143, Institute of Statistical Mathematics, 2001.
    • (2001)
    • Tanabe, K.1
  • 35
    • 1842733198 scopus 로고    scopus 로고
    • Trading variance reduction with unbiasedness: the regularized subspace information criterion for robust model selection in kernel regression
    • Sugiyama M., Kawanabe M., and Müller K.-R. Trading variance reduction with unbiasedness: the regularized subspace information criterion for robust model selection in kernel regression. Neural Computation 16 5 (2004) 1077-1104
    • (2004) Neural Computation , vol.16 , Issue.5 , pp. 1077-1104
    • Sugiyama, M.1    Kawanabe, M.2    Müller, K.-R.3
  • 36
    • 0003901612 scopus 로고    scopus 로고
    • Thrun S., and Pratt L. (Eds), Kluwer Academic Publishers, Norwell, MA, USA
    • In: Thrun S., and Pratt L. (Eds). Learning to Learn (1998), Kluwer Academic Publishers, Norwell, MA, USA
    • (1998) Learning to Learn


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.