Li Deng
TitleCited byYear
Deep neural networks for acoustic modeling in speech recognition: The shared views of four research groups
G Hinton, L Deng, D Yu, GE Dahl, A Mohamed, N Jaitly, A Senior, ...
IEEE Signal processing magazine 29 (6), 82-97, 2012
73492012
Context-dependent pre-trained deep neural networks for large-vocabulary speech recognition
GE Dahl, D Yu, L Deng, A Acero
IEEE Transactions on audio, speech, and language processing 20 (1), 30-42, 2011
26052011
Deep learning: methods and applications
L Deng, D Yu
Foundations and Trends in Signal Processing, 2014
21962014
Convolutional neural networks for speech recognition
O Abdel-Hamid, A Mohamed, H Jiang, L Deng, G Penn, D Yu
IEEE/ACM Transactions on audio, speech, and language processing 22 (10 …, 2014
10852014
Learning deep structured semantic models for web search using clickthrough data
PS Huang, X He, J Gao, L Deng, A Acero, L Heck
Proceedings of the 22nd ACM international conference on Information …, 2013
8782013
Stacked attention networks for image question answering
Z Yang, X He, J Gao, L Deng, A Smola
Proceedings of the IEEE conference on computer vision and pattern …, 2016
8692016
From captions to visual concepts and back
H Fang, S Gupta, F Iandola, RK Srivastava, L Deng, P Dollár, J Gao, X He, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2015
8502015
New types of deep neural network learning for speech recognition and related applications: An overview
L Deng, G Hinton, B Kingsbury
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
6772013
Automatic Speech Recognition - A Deep Learning Approach
D Yu, L Deng
Springer, London, 2015
662*2015
Recent advances in deep learning for speech research at Microsoft
L Deng, J Li, JT Huang, K Yao, D Yu, F Seide, M Seltzer, G Zweig, X He, ...
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
5742013
Embedding entities and relations for learning and inference in knowledge bases
B Yang, W Yih, X He, J Gao, L Deng
arXiv preprint arXiv:1412.6575, 2014
4772014
The mnist database of handwritten digit images for machine learning research [best of the web]
L Deng
IEEE Signal Processing Magazine 29 (6), 141-142, 2012
4252012
Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers
JT Huang, J Li, D Yu, L Deng, Y Gong
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
4232013
Deep sentence embedding using long short-term memory networks: Analysis and application to information retrieval
H Palangi, L Deng, Y Shen, J Gao, X He, J Chen, X Song, R Ward
IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (4), 694-707, 2016
4102016
Learning semantic representations using convolutional neural networks for web search
Y Shen, X He, J Gao, L Deng, G Mesnil
Proceedings of the 23rd International Conference on World Wide Web, 373-374, 2014
3952014
A tutorial survey of architectures, algorithms, and applications for deep learning
L Deng
APSIPA Transactions on Signal and Information Processing 3, 2014
3942014
A latent semantic model with convolutional-pooling structure for information retrieval
Y Shen, X He, J Gao, L Deng, G Mesnil
Proceedings of the 23rd ACM international conference on conference on …, 2014
3862014
An overview of noise-robust automatic speech recognition
J Li, L Deng, Y Gong, R Haeb-Umbach
IEEE/ACM Transactions on Audio, Speech, and Language Processing 22 (4), 745-777, 2014
3722014
HMM adaptation using vector Taylor series for noisy speech recognition
A Acero, L Deng, T Kristjansson, J Zhang
Sixth International Conference on Spoken Language Processing, 2000
3652000
Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding.
G Mesnil, X He, L Deng, Y Bengio
Interspeech, 3771-3775, 2013
3632013
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