-
1
-
-
85032751458
-
Deep neural networks for acoustic modeling in speech recognition: The shared views of four research groups
-
G. Hinton, L. Deng, D. Yu, G. E. Dahl, A.-R. Mohamed, N. Jaitly, A. Senior, V. Vanhoucke, N. Nguyen, T. Sainath, and B. Kingsbury, "Deep neural networks for acoustic modeling in speech recognition: the shared views of four research groups," IEEE Signal Processing Magazine, 2012.
-
(2012)
IEEE Signal Processing Magazine
-
-
Hinton, G.1
Deng, L.2
Yu, D.3
Dahl, G.E.4
Mohamed, A.-R.5
Jaitly, N.6
Senior, A.7
Vanhoucke, V.8
Nguyen, N.9
Sainath, T.10
Kingsbury, B.11
-
2
-
-
84878539964
-
Application of pretrained deep neural networks to large vocabulary speech recognition
-
N. Jaitly, P. Nguyen, A. Senior, and V. Vanhoucke, "Application of pretrained deep neural networks to large vocabulary speech recognition," in Proceedings of Interspeech, 2012.
-
(2012)
Proceedings of Interspeech
-
-
Jaitly, N.1
Nguyen, P.2
Senior, A.3
Vanhoucke, V.4
-
3
-
-
84865801985
-
Conversational speech transcription using context-dependent deep neural networks
-
F. Seide, G. Li, and D. Yu, "Conversational speech transcription using context-dependent deep neural networks," in Proceedings of Interspeech, 2011, pp. 437-440.
-
(2011)
Proceedings of Interspeech
, pp. 437-440
-
-
Seide, F.1
Li, G.2
Yu, D.3
-
4
-
-
84055222005
-
Context-dependent pre-trained deep neural networks for large-vocabulary speech recognition
-
G. E. Dahl, D. Yu, L. Deng, and A. Acero, "Context-dependent pre-trained deep neural networks for large-vocabulary speech recognition," IEEE Transactions on Audio, Speech, and Language Processing, vol. 20, no. 1, pp. 30-42, 2012.
-
(2012)
IEEE Transactions on Audio, Speech, and Language Processing
, vol.20
, Issue.1
, pp. 30-42
-
-
Dahl, G.E.1
Yu, D.2
Deng, L.3
Acero, A.4
-
5
-
-
84890491198
-
Recent advances in deep learning for speech research at Microsoft
-
L. Deng, J. Li, J.-T. Huang, K. Yao, D. Yu, F. Seide, M. Seltzer, G. Zweig, X. He, J. Williams, et al., "Recent advances in deep learning for speech research at Microsoft," in Proceedings of ICASSP, 2013, pp. 8604-8608.
-
(2013)
Proceedings of ICASSP
, pp. 8604-8608
-
-
Deng, L.1
Li, J.2
Huang, J.-T.3
Yao, K.4
Yu, D.5
Seide, F.6
Seltzer, M.7
Zweig, G.8
He, X.9
Williams, J.10
-
6
-
-
84906251664
-
Accurate and compact large vocabulary speech recognition on mobile devices
-
X. Lei, A. Senior, A. Gruenstein, and J. Sorensen, "Accurate and compact large vocabulary speech recognition on mobile devices," in Proceedings of Interspeech, 2013, pp. 662-665.
-
(2013)
Proceedings of Interspeech
, pp. 662-665
-
-
Lei, X.1
Senior, A.2
Gruenstein, A.3
Sorensen, J.4
-
7
-
-
84905252895
-
Small-footprint keyword spotting using deep neural networks
-
G. Chen, C. Parada, and G. Heiglod, "Small-footprint keyword spotting using deep neural networks," in Proceedings of ICASSP, 2014.
-
(2014)
Proceedings of ICASSP
-
-
Chen, G.1
Parada, C.2
Heiglod, G.3
-
8
-
-
84910047185
-
Boundary contraction training for acoustic models based on discrete deep neural networks
-
R. Takeda, N. Kanda, and N. Nukaga, "Boundary contraction training for acoustic models based on discrete deep neural networks," in Proceedings of Interspeech, 2014.
-
(2014)
Proceedings of Interspeech
-
-
Takeda, R.1
Kanda, N.2
Nukaga, N.3
-
9
-
-
84905252894
-
Deep neural networks for small footprint textdependent speaker verification
-
E. Variani, X. Lei, E. McDermott, I. Moreno, and J. Gonzalez-Dominguez, "Deep neural networks for small footprint textdependent speaker verification," in Proceedings of ICASSP, 2014, pp. 4052-4056.
-
(2014)
Proceedings of ICASSP
, pp. 4052-4056
-
-
Variani, E.1
Lei, X.2
McDermott, E.3
Moreno, I.4
Gonzalez-Dominguez, J.5
-
10
-
-
84910035297
-
Learning small-size DNN with output-distribution-based criteria
-
J. Li, R. Zhao, J.-T. Huang, and Y. Gong, "Learning small-size DNN with output-distribution-based criteria," in Proceedings of Interspeech, 2014.
-
(2014)
Proceedings of Interspeech
-
-
Li, J.1
Zhao, R.2
Huang, J.-T.3
Gong, Y.4
-
11
-
-
0027662338
-
Pruning algorithms: A survey
-
R. Reed, "Pruning algorithms: a survey," IEEE Transactions on Neural Networks, vol. 4, no. 5, pp. 740-747, 1993.
-
(1993)
IEEE Transactions on Neural Networks
, vol.4
, Issue.5
, pp. 740-747
-
-
Reed, R.1
-
12
-
-
84905224450
-
Reshaping deep neural network for fast decoding by node-pruning
-
T. He, Y. Fan, Y. Qian, T. Tan, and K. Yu, "Reshaping deep neural network for fast decoding by node-pruning," in Proceedings of ICASSP, 2014, pp. 245-249.
-
(2014)
Proceedings of ICASSP
, pp. 245-249
-
-
He, T.1
Fan, Y.2
Qian, Y.3
Tan, T.4
Yu, K.5
-
13
-
-
84867606668
-
Exploiting sparseness in deep neural networks for large vocabulary speech recognition
-
D. Yu, F. Seide, G. Li, and L. Deng, "Exploiting sparseness in deep neural networks for large vocabulary speech recognition," in Proceedings of ICASSP, 2012, pp. 4409-4412.
-
(2012)
Proceedings of ICASSP
, pp. 4409-4412
-
-
Yu, D.1
Seide, F.2
Li, G.3
Deng, L.4
-
15
-
-
84890454527
-
Low-rank matrix factorization for deep neural network training with high-dimensional output targets
-
T. N. Sainath, B. Kingsbury, V. Sindhwani, E. Arisoy, and B. Ramabhadran, "Low-rank matrix factorization for deep neural network training with high-dimensional output targets," in Proceedings of ICASSP, 2013, pp. 6655-6659.
-
(2013)
Proceedings of ICASSP
, pp. 6655-6659
-
-
Sainath, T.N.1
Kingsbury, B.2
Sindhwani, V.3
Arisoy, E.4
Ramabhadran, B.5
-
16
-
-
84906227589
-
Restructuring of deep neural network acoustic models with singular value decomposition
-
J. Xue, J. Li, and Y. Gong, "Restructuring of deep neural network acoustic models with singular value decomposition," in Proceedings of Interspeech, 2013, pp. 2365-2369.
-
(2013)
Proceedings of Interspeech
, pp. 2365-2369
-
-
Xue, J.1
Li, J.2
Gong, Y.3
-
17
-
-
84867754966
-
Improving the speed of neural networks on CPUs
-
V. Vanhoucke, A. Senior, and M. Mao, "Improving the speed of neural networks on CPUs," in Proc. Deep Learning and Unsupervised Feature Learning, NIPS Workshop, 2011.
-
(2011)
Proc. Deep Learning and Unsupervised Feature Learning, NIPS Workshop
-
-
Vanhoucke, V.1
Senior, A.2
Mao, M.3
-
20
-
-
0035280044
-
Subspace distribution clustering hidden Markov model
-
E. Bocchieri and B.-W. Mak, "Subspace distribution clustering hidden Markov model," IEEE Transactions on Speech and Audio Processing, vol. 9, no. 3, pp. 264-275, 2001.
-
(2001)
IEEE Transactions on Speech and Audio Processing
, vol.9
, Issue.3
, pp. 264-275
-
-
Bocchieri, E.1
Mak, B.-W.2
-
21
-
-
0035339805
-
Direct training of subspace distribution clustering hidden Markov model
-
B.-W. Mak and E. Bocchieri, "Direct training of subspace distribution clustering hidden Markov model," IEEE Transactions on Speech and Audio Processing, vol. 9, no. 4, pp. 378-387, 2001.
-
(2001)
IEEE Transactions on Speech and Audio Processing
, vol.9
, Issue.4
, pp. 378-387
-
-
Mak, B.-W.1
Bocchieri, E.2
-
22
-
-
44449172959
-
Building compact MQDF classifier for large character set recognition by subspace distribution sharing
-
T. Long and L. Jin, "Building compact MQDF classifier for large character set recognition by subspace distribution sharing," Pattern Recognition, vol. 41, no. 9, pp. 2916-2925, 2008.
-
(2008)
Pattern Recognition
, vol.41
, Issue.9
, pp. 2916-2925
-
-
Long, T.1
Jin, L.2
-
23
-
-
0018918171
-
An algorithm for vector quantizer design
-
Y. Linde, A. Buzo, and R. M. Gray, "An algorithm for vector quantizer design," IEEE Transactions on Communication, vol. 28, no. 1, pp. 84-95, 1980.
-
(1980)
IEEE Transactions on Communication
, vol.28
, Issue.1
, pp. 84-95
-
-
Linde, Y.1
Buzo, A.2
Gray, R.M.3
|