-
2
-
-
84879854889
-
Representation learning: A review and new perspectives
-
Y. Bengio, A. Courville, and P. Vincent, "Representation learning: A review and new perspectives, " Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 35, no. 8, pp. 1798-1828, 2013.
-
(2013)
Pattern Analysis and Machine Intelligence, IEEE Transactions on
, vol.35
, Issue.8
, pp. 1798-1828
-
-
Bengio, Y.1
Courville, A.2
Vincent, P.3
-
4
-
-
34547971961
-
Self-taught learning: Transfer learning from unlabeled data
-
ACM
-
R. Raina, A. Battle, H. Lee, B. Packer, and A. Y. Ng, "Self-taught learning: transfer learning from unlabeled data, " in Proceedings of the 24th international conference on Machine learning. ACM, 2007, pp. 759-766.
-
(2007)
Proceedings of the 24th International Conference on Machine Learning
, pp. 759-766
-
-
Raina, R.1
Battle, A.2
Lee, H.3
Packer, B.4
Ng, A.Y.5
-
7
-
-
84890543083
-
Speech recognition with deep recurrent neural networks
-
A. Graves, A.-R. Mohamed, and G. Hinton, "Speech recognition with deep recurrent neural networks, " in Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on. IEEE, 2013, pp. 6645-6649.
-
(2013)
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference On. IEEE
, pp. 6645-6649
-
-
Graves, A.1
Mohamed, A.-R.2
Hinton, G.3
-
8
-
-
84890526379
-
Deep learning for robust feature generation in audiovisual emotion recognition
-
Y. Kim, H. Lee, and E. M. Provost, "Deep learning for robust feature generation in audiovisual emotion recognition, " in Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on. IEEE, 2013, pp. 3687-3691.
-
(2013)
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference On. IEEE
, pp. 3687-3691
-
-
Kim, Y.1
Lee, H.2
Provost, E.M.3
-
9
-
-
84910060363
-
Speech emotion recognition using deep neural network and extreme learning machine
-
ISCA, Singapore
-
K. Han, D. Yu, and I. Tashev, "Speech emotion recognition using deep neural network and extreme learning machine, " Proceedings of INTERSPEECH, ISCA, Singapore, pp. 223-227, 2014.
-
(2014)
Proceedings of INTERSPEECH
, pp. 223-227
-
-
Han, K.1
Yu, D.2
Tashev, I.3
-
11
-
-
84946032638
-
Speech emotion recognition with acoustic and lexical features
-
Q. Jin, C. Li, S. Chen, and H. Wu, "Speech emotion recognition with acoustic and lexical features, " in Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on. IEEE, 2015, pp. 4749-4753.
-
(2015)
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference On. IEEE
, pp. 4749-4753
-
-
Jin, Q.1
Li, C.2
Chen, S.3
Wu, H.4
-
12
-
-
84973293291
-
Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network
-
IEEE
-
G. Trigeorgis, F. Ringeval, R. Brueckner, E. Marchi, M. A. Nicolaou, S. Zafeiriou et al., "Adieu features? end-to-end speech emotion recognition using a deep convolutional recurrent network, " in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2016, pp. 5200-5204.
-
(2016)
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
, pp. 5200-5204
-
-
Trigeorgis, G.1
Ringeval, F.2
Brueckner, R.3
Marchi, E.4
Nicolaou, M.A.5
Zafeiriou, S.6
-
13
-
-
84994272291
-
Learning representations of affect from speech
-
arXiv preprint arXiv: 1511.04747
-
S. Ghosh, E. Laksana, L.-P. Morency, and S. Scherer, "Learning representations of affect from speech, " arXiv preprint arXiv:1511.04747, International Conference on Learning Representations (ICLR) 2016 Workshop, 2015.
-
(2015)
International Conference on Learning Representations (ICLR) 2016 Workshop
-
-
Ghosh, S.1
Laksana, E.2
Morency, L.-P.3
Scherer, S.4
-
14
-
-
84994353951
-
Autoencoders, unsupervised learning, and deep architectures
-
P. Baldi, "Autoencoders, unsupervised learning, and deep architectures, " Unsupervised and Transfer Learning Challenges in Machine Learning, Volume 7, p. 43, 2012.
-
(2012)
Unsupervised and Transfer Learning Challenges in Machine Learning
, vol.7
, pp. 43
-
-
Baldi, P.1
-
15
-
-
56449089103
-
Extracting and composing robust features with denoising autoencoders
-
ACM
-
P. Vincent, H. Larochelle, Y. Bengio, and P.-A. Manzagol, "Extracting and composing robust features with denoising autoencoders, " in Proceedings of the 25th international conference on Machine learning. ACM, 2008, pp. 1096-1103.
-
(2008)
Proceedings of the 25th International Conference on Machine Learning
, pp. 1096-1103
-
-
Vincent, P.1
Larochelle, H.2
Bengio, Y.3
Manzagol, P.-A.4
-
16
-
-
84893570579
-
Multi-scale pyramidal pooling network for generic steel defect classification
-
J. Masci, U. Meier, G. Fricout, and J. Schmidhuber, "Multi-scale pyramidal pooling network for generic steel defect classification, " in Neural Networks (IJCNN), The 2013 International Joint Conference on. IEEE, 2013, pp. 1-8.
-
(2013)
Neural Networks (IJCNN), the 2013 International Joint Conference on IEEE
, pp. 1-8
-
-
Masci, J.1
Meier, U.2
Fricout, G.3
Schmidhuber, J.4
-
17
-
-
0031573117
-
Long short-term memory
-
S. Hochreiter and J. Schmidhuber, "Long short-term memory, " Neural computation, vol. 9, no. 8, pp. 1735-1780, 1997.
-
(1997)
Neural Computation
, vol.9
, Issue.8
, pp. 1735-1780
-
-
Hochreiter, S.1
Schmidhuber, J.2
-
18
-
-
84930639546
-
Introducing currennt: The munich open-source CUDA recurrent neural network toolkit
-
F.Weninger, J. Bergmann, and B. Schuller, "Introducing currennt: The munich open-source cuda recurrent neural network toolkit, " The Journal of Machine Learning Research, vol. 16, no. 1, pp. 547-551, 2015.
-
(2015)
The Journal of Machine Learning Research
, vol.16
, Issue.1
, pp. 547-551
-
-
Weninger, F.1
Bergmann, J.2
Schuller, B.3
-
19
-
-
59849093076
-
Iemocap: Interactive emotional dyadic motion capture database
-
C. Busso, M. Bulut, C.-C. Lee, A. Kazemzadeh, E. Mower, S. Kim, J. N. Chang, S. Lee, and S. S. Narayanan, "Iemocap: Interactive emotional dyadic motion capture database, " Language resources and evaluation, vol. 42, no. 4, pp. 335-359, 2008.
-
(2008)
Language Resources and Evaluation
, vol.42
, Issue.4
, pp. 335-359
-
-
Busso, C.1
Bulut, M.2
Lee, C.-C.3
Kazemzadeh, A.4
Mower, E.5
Kim, S.6
Chang, J.N.7
Lee, S.8
Narayanan, S.S.9
-
20
-
-
0026881384
-
Glottal wave analysis with pitch synchronous iterative adaptive inverse filtering
-
P. Alku, "Glottal wave analysis with pitch synchronous iterative adaptive inverse filtering, " Speech communication, vol. 11, no. 2- 3, pp. 109-118, 1992.
-
(1992)
Speech Communication
, vol.11
, Issue.2-3
, pp. 109-118
-
-
Alku, P.1
-
21
-
-
84928485587
-
A review of depression and suicide risk assessment using speech analysis
-
N. Cummins, S. Scherer, J. Krajewski, S. Schnieder, J. Epps, and T. F. Quatieri, "A review of depression and suicide risk assessment using speech analysis, " Speech Communication, vol. 71, pp. 10- 49, 2015.
-
(2015)
Speech Communication
, vol.71
, pp. 10-49
-
-
Cummins, N.1
Scherer, S.2
Krajewski, J.3
Schnieder, S.4
Epps, J.5
Quatieri, T.F.6
-
22
-
-
84867329306
-
Investigating fuzzy-input fuzzy-output support vector machines for robust voice quality classification
-
S. Scherer, J. Kane, C. Gobl, and F. Schwenker, "Investigating fuzzy-input fuzzy-output support vector machines for robust voice quality classification, " Computer Speech & Language, vol. 27, no. 1, pp. 263-287, 2013.
-
(2013)
Computer Speech & Language
, vol.27
, Issue.1
, pp. 263-287
-
-
Scherer, S.1
Kane, J.2
Gobl, C.3
Schwenker, F.4
-
23
-
-
84890515467
-
Emotion classification via utterancelevel dynamics: A pattern-based approach to characterizing affective expressions
-
Y. Kim and E. M. Provost, "Emotion classification via utterancelevel dynamics: A pattern-based approach to characterizing affective expressions, " in Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on. IEEE, 2013, pp. 3677-3681.
-
(2013)
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference On. IEEE
, pp. 3677-3681
-
-
Kim, Y.1
Provost, E.M.2
-
25
-
-
84905248179
-
Covarepa collaborative voice analysis repository for speech technologies
-
G. Degottex, J. Kane, T. Drugman, T. Raitio, and S. Scherer, "Covarepa collaborative voice analysis repository for speech technologies, " in Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on. IEEE, 2014, pp. 960- 964.
-
(2014)
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference On. IEEE
, pp. 960-964
-
-
Degottex, G.1
Kane, J.2
Drugman, T.3
Raitio, T.4
Scherer, S.5
-
27
-
-
84865026564
-
Empirical study of dimensional and categorical emotion descriptors in emotional speech perception
-
R. Sun and E. I. Moore, "Empirical study of dimensional and categorical emotion descriptors in emotional speech perception, " in Twenty-Fifth International FLAIRS Conference, 2012.
-
(2012)
Twenty-Fifth International FLAIRS Conference
-
-
Sun, R.1
Moore, E.I.2
|