-
1
-
-
27144489164
-
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
-
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
-
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
-
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
-
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
-
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
-
7
-
-
56449086680
-
A dual coordinate descent method for large-scale linear SVM
-
2008
-
C.-J. Hsieh, K.-W. Chang, C.-J. Lin, S. S. Keerthi, and S. Sundararajan, “A dual coordinate descent method for large-scale linear SVM,” Proc. ICML 2008, pp. 408-415, 2008.
-
(2008)
Proc. ICML
, pp. 408-415
-
-
Hsieh, C.-J.1
Chang, K.-W.2
Lin, C.-J.3
Keerthi, S.S.4
Sundararajan, S.5
-
8
-
-
36849059715
-
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
-
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
-
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
-
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
-
13
-
-
85009275225
-
Approaches to language identification using Gaussian mixture models and shifted delta cepstral features
-
P. A. Torres-Carrasquillo, D. A. Reynolds, E. Singer, M. A. Kohler, R. J. Greene, and J. R. Deller, Jr., “Approaches to Language Identification Using Gaussian Mixture Models and Shifted Delta Cepstral Features,” Proc. ICSLP 2002, pp. 89-92, 2002.
-
(2002)
Proc. ICSLP 2002
, pp. 89-92
-
-
Torres-Carrasquillo, P.A.1
Reynolds, D.A.2
Singer, E.3
Kohler, M.A.4
Greene, R.J.5
Deller, J.R.6
-
14
-
-
33947660079
-
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
-
15
-
-
29044444825
-
Support vector machines for speaker and language recognition
-
W. M. Campbell, J. R. Campbell, D. A. Reynolds, E. Singer and P. A. Torres-Carrasquillo, “Support Vector Machines for Speaker and Language Recognition,” Computer Speech and Language, Vol. 20, pp. 210-229, 2006.
-
(2006)
Computer Speech and Language
, vol.20
, pp. 210-229
-
-
Campbell, W.M.1
Campbell, J.R.2
Reynolds, D.A.3
Singer, E.4
Torres-Carrasquillo, P.A.5
-
16
-
-
51549109937
-
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
-
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
-
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
-
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
-
-
www.loquendo.com/en/technology/asr.htm
-
-
-
-
21
-
-
33947696754
-
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
-
-
www.itl.nist.gov/iad/mig/tests/lre/2009/LRE09 EvalPlan v6.pdf
-
-
-
-
23
-
-
84867212876
-
BUT language recognition system for NIST 2007 evaluations
-
P. Matejka, L. Burget, O. Glembek, P. Schwarz, V. Hubeika, M. Fapso, T. Mikolov, O. Plchot, J. Cernocky, “BUT language recognition system for NIST 2007 evaluations,” Proc. Interspeech 2007, pp. 739-742, 2007.
-
(2007)
Proc. Interspeech 2007
, pp. 739-742
-
-
Matejka, P.1
Burget, L.2
Glembek, O.3
Schwarz, P.4
Hubeika, V.5
Fapso, M.6
Mikolov, T.7
Plchot, O.8
Cernocky, J.9
-
24
-
-
85073105893
-
-
http://numpy.scipy.org/
-
-
-
-
25
-
-
85073117400
-
-
http://abel.ee.ucla.edu/cvxopt/
-
-
-
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