Abdelrahman Mohamed
Abdelrahman Mohamed
Research scientist, Facebook AI Research
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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
99612012
Speech recognition with deep recurrent neural networks
A Graves, A Mohamed, G Hinton
2013 IEEE international conference on acoustics, speech and signal …, 2013
77272013
Acoustic modeling using deep belief networks
A Mohamed, G Dahl, G Hinton
Audio, Speech, and Language Processing, IEEE Transactions on, 1-1, 2010
18942010
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
17472014
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
15132015
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
14522013
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
9612012
Bart: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension
M Lewis, Y Liu, N Goyal, M Ghazvininejad, A Mohamed, O Levy, ...
arXiv preprint arXiv:1910.13461, 2019
9442019
Deep belief networks for phone recognition
A Mohamed, G Dahl, G Hinton
NIPS Workshop on Deep Learning for Speech Recognition and Related Applications, 2009
5352009
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
4102010
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
3962010
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
3602011
Understanding how deep belief networks perform acoustic modelling
A Mohamed, G Hinton, G Penn
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
3182012
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
2432017
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
2282010
Neuro-Symbolic Program Synthesis
E Parisotto, A Mohamed, R Singh, L Li, D Zhou, P Kohli
arXiv preprint arXiv:1611.01855, 2016
2252016
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
2212011
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
2202013
Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)?
G Urban, KJ Geras, SE Kahou, O Aslan, S Wang, R Caruana, A Mohamed, ...
arXiv preprint arXiv:1603.05691, 2016
1862016
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations
A Baevski, H Zhou, A Mohamed, M Auli
arXiv preprint arXiv:2006.11477, 2020
1852020
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Artiklar 1–20