메뉴 건너뛰기




Volumn , Issue , 2010, Pages 222-229

Comparison of large-scale SVM training algorithms for language recognition

Author keywords

[No Author keywords available]

Indexed keywords

SUPPORT VECTOR MACHINES;

EID: 85073098368     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (3)

References (25)
  • 1
    • 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,” Data Mining and Knowledge Discovery, Vol. 2, pp. 121-167. 1998.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 2
    • 0002714543 scopus 로고    scopus 로고
    • Making large-scale support vector machine learning practical
    • MIT-Press
    • T. Joachims, “Making large-scale Support Vector Machine learning practical,” in Advances in Kernel Methods - Support Vector Learning, MIT-Press, pp. 169-184, 1999.
    • (1999) Advances in Kernel Methods - Support Vector Learning , pp. 169-184
    • Joachims, T.1
  • 3
    • 31844446804 scopus 로고    scopus 로고
    • A support vector method for multivariate performance measures
    • 2005
    • T. Joachims,”A support vector method for multivariate performance measures,” Proc. ICML 2005, pp. 377-384, 2005.
    • (2005) Proc. ICML , pp. 377-384
    • Joachims, T.1
  • 4
    • 33749563073 scopus 로고    scopus 로고
    • Training linear SVMs in linear time
    • T. Joachims, “Training linear SVMs in linear time,” Proc. KDD 2006 pp. 217-226, 2006.
    • (2006) Proc. KDD 2006 , pp. 217-226
    • Joachims, T.1
  • 5
    • 68949154453 scopus 로고    scopus 로고
    • Sparse kernel SVMs via cutting-plane training
    • T. Joachims and C.-N. J. Yu,”Sparse kernel SVMs via cutting-plane training,” Machine Learning, Vol. 76, no. 2-3, pp. 179-193, 2009.
    • (2009) Machine Learning , vol.76 , Issue.2-3 , pp. 179-193
    • Joachims, T.1    Yu, C.-N.J.2
  • 6
    • 34547964973 scopus 로고    scopus 로고
    • Pegasos: Primal estimated sub-gradient solver for SVM
    • 2007
    • S. Shalev-Shwartz, Y. Singer, and N. Srebro, “Pegasos: Primal estimated sub-gradient solver for SVM,” Proc. ICML 2007, pp. 807-814,, 2007.
    • (2007) Proc. ICML , pp. 807-814
    • Shalev-Shwartz, S.1    Singer, Y.2    Srebro, N.3
  • 8
    • 36849059715 scopus 로고    scopus 로고
    • A scalable modular convex solver for regularized risk minimization
    • C. H. Teo, A. Smola, S. V. Vishwanathan, and Q. V. Le, “A scalable modular convex solver for regularized risk minimization,” Proc. KDD 2007, pp. 727-736, 2007.
    • (2007) Proc. KDD 2007 , pp. 727-736
    • Teo, C.H.1    Smola, A.2    Vishwanathan, S.V.3    Le, Q.V.4
  • 9
    • 0029733178 scopus 로고    scopus 로고
    • Comparison of four approaches to automatic language identification of telephone speech
    • n
    • M. A. Zissman, “Comparison of Four Approaches to Automatic Language Identification of Telephone Speech,” IEEE Trans. SAP, Vol. 4, n. 1,, pp. 31-44, 1996.
    • (1996) IEEE Trans. SAP , vol.4 , Issue.1 , pp. 31-44
    • Zissman, M.A.1
  • 10
    • 0033884858 scopus 로고    scopus 로고
    • Speaker verification using adapted Gaussian mixture models
    • D. A. Reynolds, T. F. Quatieri, and R. B. Dunn, “Speaker verification using adapted Gaussian Mixture Models,” in Digital Signal Processing, vol. 10, no. 1-3, pp. 19 - 41, 2000.
    • (2000) Digital Signal Processing , vol.10 , Issue.1-3 , pp. 19-41
    • Reynolds, D.A.1    Quatieri, T.F.2    Dunn, R.B.3
  • 12
    • 34547544522 scopus 로고    scopus 로고
    • Language recognition with word lattices and support vector machines
    • Campbell W.M., Richardson F., Reynolds D.A., “Language recognition with word lattices and Support Vector Machines,” Proc. ICASSP 2007, pp. 15-20, 2007.
    • (2007) Proc. ICASSP 2007 , pp. 15-20
    • Campbell, W.M.1    Richardson, F.2    Reynolds, D.A.3
  • 14
    • 33947660079 scopus 로고    scopus 로고
    • Discriminative training techniques for acoustic language identification
    • L. Burget, P. Matejka, and J. Cernocky, “Discriminative Training Techniques for Acoustic Language Identification,” Proc. ICASSP 2006, Vol I, pp. 209-212, 2006.
    • (2006) Proc. ICASSP 2006 , vol.1 , pp. 209-212
    • Burget, L.1    Matejka, P.2    Cernocky, J.3
  • 16
    • 51549109937 scopus 로고    scopus 로고
    • Acoustic language identification using fast discriminative training
    • 2007
    • F. Castaldo, D. Colibro, E. Dalmasso, P. Laface and C. Vair, “Acoustic Language Identification Using Fast Discriminative Training,” Proc. Interspeech 2007, pp. 346-349, 2007.
    • (2007) Proc. Interspeech , pp. 346-349
    • Castaldo, F.1    Colibro, D.2    Dalmasso, E.3    Laface, P.4    Vair, C.5
  • 17
    • 51549119947 scopus 로고    scopus 로고
    • A covariance kernel for SVM language recognition
    • W. M. Campbell, “A covariance kernel for SVM language recognition,” Proc. ICASSP 2008, pp. 4141-4144, 2008.
    • (2008) Proc. ICASSP 2008 , pp. 4141-4144
    • Campbell, W.M.1
  • 18
    • 45549095333 scopus 로고    scopus 로고
    • Speaker verification using support vector machines and high-level features
    • n
    • W.M. Campbell, J.P. Campbell, T.P. Gleason, D.A. Reynolds, W. Shen, “Speaker Verification Using Support Vector Machines and High-Level Features,” IEEE Trans. ASLP, Vol 15, n. 7, pp. 2085-2094, 2007.
    • (2007) IEEE Trans. ASLP , vol.15 , Issue.7 , pp. 2085-2094
    • Campbell, W.M.1    Campbell, J.P.2    Gleason, T.P.3    Reynolds, D.A.4    Shen, W.5
  • 19
    • 43249126081 scopus 로고    scopus 로고
    • Compensation of nuisance factors for speaker and language recognition
    • F. Castaldo, D. Colibro, E. Dalmasso, P. Laface, and C. Vair, “Compensation of nuisance factors for speaker and language recognition,”, IEEE Trans. ASLP, Vol. 15, pp. 1969-1978, 2007.
    • (2007) IEEE Trans. ASLP , vol.15 , pp. 1969-1978
    • Castaldo, F.1    Colibro, D.2    Dalmasso, E.3    Laface, P.4    Vair, C.5
  • 20
    • 85073099705 scopus 로고    scopus 로고
    • www.loquendo.com/en/technology/asr.htm
  • 21
    • 33947696754 scopus 로고    scopus 로고
    • SVM based speaker verification using a GMM supervector kernel and NAP variability compensation
    • 2006
    • W. M. Campbell, D. E. Sturim, D. A. Reynolds, and A. Solomonoff, “SVM based speaker verification using a GMM supervector kernel and NAP variability compensation,” Proc. of ICASSP, 2006, pp. 97-100, 2006.
    • (2006) Proc. Of ICASSP , pp. 97-100
    • Campbell, W.M.1    Sturim, D.E.2    Reynolds, D.A.3    Solomonoff, A.4
  • 22
    • 85073100795 scopus 로고    scopus 로고
    • www.itl.nist.gov/iad/mig/tests/lre/2009/LRE09 EvalPlan v6.pdf
  • 24
    • 85073105893 scopus 로고    scopus 로고
    • http://numpy.scipy.org/
  • 25
    • 85073117400 scopus 로고    scopus 로고
    • http://abel.ee.ucla.edu/cvxopt/


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.