Abdel-rahman Mohamed
Abdel-rahman Mohamed
Research scientist, Facebook AI Research
Verified email at fb.com - Homepage
TitleCited byYear
Deep neural networks for acoustic modeling in speech recognition
G Hinton, L Deng, D Yu, G Dahl, A Mohamed, N Jaitly, A Senior, ...
IEEE Signal processing magazine 29, 2012
59962012
Speech recognition with deep recurrent neural networks
A Graves, A Mohamed, G Hinton
2013 IEEE international conference on acoustics, speech and signal …, 2013
39222013
Acoustic modeling using deep belief networks
A Mohamed, G Dahl, G Hinton
Audio, Speech, and Language Processing, IEEE Transactions on, 1-1, 2010
14482010
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 (TASLP) 22 …, 2014
8432014
Hybrid speech recognition with deep bidirectional LSTM
A Graves, N Jaitly, A Mohamed
2013 IEEE workshop on automatic speech recognition and understanding, 273-278, 2013
7242013
Deep convolutional neural networks for LVCSR
T Sainath, A Mohamed, B Kingsbury, B Ramabhadran
ICASSP, 2013
6792013
Applying convolutional neural networks concepts to hybrid NN-HMM model for speech recognition
O Abdel-Hamid, A Mohamed, H Jiang, G Penn
2012 IEEE international conference on Acoustics, speech and signal …, 2012
6352012
Deep belief networks for phone recognition
A Mohamed, G Dahl, G Hinton
NIPS Workshop on Deep Learning for Speech Recognition and Related Applications, 2009
4022009
Phone recognition with the mean-covariance restricted Boltzmann machine
GE Dahl, M Ranzato, A Mohamed, GE Hinton
Advances in Neural Information Processing Systems 23, 469-477, 2010
3092010
Binary coding of speech spectrograms using a deep auto-encoder
L Deng, ML Seltzer, D Yu, A Acero, A Mohamed, G Hinton
Eleventh Annual Conference of the International Speech Communication Association, 2010
2872010
Deep belief networks using discriminative features for phone recognition
A Mohamed, TN Sainath, G Dahl, B Ramabhadran, GE Hinton, ...
2011 IEEE international conference on acoustics, speech and signal …, 2011
2812011
Deep convolutional neural networks for large-scale speech tasks
TN Sainath, B Kingsbury, G Saon, H Soltau, A Mohamed, G Dahl, ...
Neural Networks 64, 39-48, 2015
2592015
Understanding how deep belief networks perform acoustic modelling
A Mohamed, G Hinton, G Penn
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
2432012
Investigation of full-sequence training of deep belief networks for speech recognition
A Mohamed, D Yu, L Deng
Eleventh Annual Conference of the International Speech Communication Association, 2010
2002010
Making deep belief networks effective for large vocabulary continuous speech recognition
TN Sainath, B Kingsbury, B Ramabhadran, P Fousek, P Novak, ...
2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 30-35, 2011
1982011
Improvements to deep convolutional neural networks for LVCSR
TN Sainath, B Kingsbury, A Mohamed, GE Dahl, G Saon, H Soltau, ...
2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 315-320, 2013
1662013
Learning filter banks within a deep neural network framework
TN Sainath, B Kingsbury, A Mohamed, B Ramabhadran
2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 297-302, 2013
1122013
Robustfill: Neural program learning under noisy I/O
J Devlin, J Uesato, S Bhupatiraju, R Singh, A Mohamed, P Kohli
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
1032017
Neuro-Symbolic Program Synthesis
E Parisotto, A Mohamed, R Singh, L Li, D Zhou, P Kohli
arXiv preprint arXiv:1611.01855, 2016
1002016
Phone recognition using Restricted Boltzmann Machines.
A Mohamed, GE Hinton
ICASSP, 4354-4357, 2010
952010
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