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Abdel-rahman Mohamed, Ph.D. - Publications

Affiliations: 
2014 Computer Science University of Toronto, Toronto, ON, Canada 
Area:
machine learning
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10 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2016 Mohamed AR, Seide F, Yu D, Droppo J, Stoicke A, Zweig G, Penn G. Deep bi-directional recurrent networks over spectral windows 2015 Ieee Workshop On Automatic Speech Recognition and Understanding, Asru 2015 - Proceedings. 78-83. DOI: 10.1109/ASRU.2015.7404777  0.517
2015 Sainath TN, Kingsbury B, Saon G, Soltau H, Mohamed AR, Dahl G, Ramabhadran B. Deep Convolutional Neural Networks for large-scale speech tasks. Neural Networks : the Official Journal of the International Neural Network Society. 64: 39-48. PMID 25439765 DOI: 10.1016/J.Neunet.2014.08.005  0.569
2014 Abdel-Hamid O, Mohamed AR, Jiang H, Deng L, Penn G, Yu D. Convolutional neural networks for speech recognition Ieee Transactions On Audio, Speech and Language Processing. 22: 1533-1545. DOI: 10.1109/Taslp.2014.2339736  0.654
2013 Graves A, Mohamed AR, Hinton G. Speech recognition with deep recurrent neural networks Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6645-6649. DOI: 10.1109/ICASSP.2013.6638947  0.699
2013 Sainath TN, Kingsbury B, Mohamed AR, Dahl GE, Saon G, Soltau H, Beran T, Aravkin AY, Ramabhadran B. Improvements to deep convolutional neural networks for LVCSR 2013 Ieee Workshop On Automatic Speech Recognition and Understanding, Asru 2013 - Proceedings. 315-320. DOI: 10.1109/ASRU.2013.6707749  0.543
2012 Mohamed AR, Dahl GE, Hinton G. Acoustic modeling using deep belief networks Ieee Transactions On Audio, Speech and Language Processing. 20: 14-22. DOI: 10.1109/Tasl.2011.2109382  0.7
2012 Hinton G, Deng L, Yu D, Dahl G, Mohamed AR, Jaitly N, Senior A, Vanhoucke V, Nguyen P, Sainath T, Kingsbury B. Deep neural networks for acoustic modeling in speech recognition: The shared views of four research groups Ieee Signal Processing Magazine. 29: 82-97. DOI: 10.1109/Msp.2012.2205597  0.679
2012 Mohamed AR, Hinton G, Penn G. Understanding how deep belief networks perform acoustic modelling Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4273-4276. DOI: 10.1109/ICASSP.2012.6288863  0.658
2011 Mohamed AR, Sainath TN, Dahl G, Ramabhadran B, Hinton GE, Picheny MA. Deep belief networks using discriminative features for phone recognition Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5060-5063. DOI: 10.1109/ICASSP.2011.5947494  0.658
2010 Mohamed AR, Hinton G. Phone recognition using restricted boltzmann machines Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4354-4357. DOI: 10.1109/ICASSP.2010.5495651  0.457
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