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Abdel-rahman Mohamed, Ph.D.

Affiliations: 
2014 Computer Science University of Toronto, Toronto, ON, Canada 
Area:
machine learning
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"Abdel-rahman Mohamed"
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Geoffrey E. Hinton grad student 2014 University of Toronto
 (Deep Neural Network acoustic models for ASR.)

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Publications

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Mohamed AR, Seide F, Yu D, et al. (2016) Deep bi-directional recurrent networks over spectral windows 2015 Ieee Workshop On Automatic Speech Recognition and Understanding, Asru 2015 - Proceedings. 78-83
Sainath TN, Kingsbury B, Saon G, et al. (2015) Deep Convolutional Neural Networks for large-scale speech tasks. Neural Networks : the Official Journal of the International Neural Network Society. 64: 39-48
Abdel-Hamid O, Mohamed AR, Jiang H, et al. (2014) Convolutional neural networks for speech recognition Ieee Transactions On Audio, Speech and Language Processing. 22: 1533-1545
Graves A, Mohamed AR, Hinton G. (2013) Speech recognition with deep recurrent neural networks Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6645-6649
Sainath TN, Kingsbury B, Mohamed AR, et al. (2013) Improvements to deep convolutional neural networks for LVCSR 2013 Ieee Workshop On Automatic Speech Recognition and Understanding, Asru 2013 - Proceedings. 315-320
Mohamed AR, Dahl GE, Hinton G. (2012) Acoustic modeling using deep belief networks Ieee Transactions On Audio, Speech and Language Processing. 20: 14-22
Hinton G, Deng L, Yu D, et al. (2012) Deep neural networks for acoustic modeling in speech recognition: The shared views of four research groups Ieee Signal Processing Magazine. 29: 82-97
Mohamed AR, Hinton G, Penn G. (2012) Understanding how deep belief networks perform acoustic modelling Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4273-4276
Mohamed AR, Sainath TN, Dahl G, et al. (2011) Deep belief networks using discriminative features for phone recognition Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5060-5063
Mohamed AR, Hinton G. (2010) Phone recognition using restricted boltzmann machines Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4354-4357
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