| 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 | 10330 | 2012 |
| Speech recognition with deep recurrent neural networks A Graves, A Mohamed, G Hinton 2013 IEEE international conference on acoustics, speech and signal …, 2013 | 8162 | 2013 |
| Acoustic modeling using deep belief networks A Mohamed, G Dahl, G Hinton Audio, Speech, and Language Processing, IEEE Transactions on, 1-1, 2010 | 1931 | 2010 |
| 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 | 1849 | 2014 |
| 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 | 1586 | 2015 |
| 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 | 1537 | 2013 |
| 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 | 1369 | 2019 |
| 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 | 997 | 2012 |
| Deep belief networks for phone recognition A Mohamed, G Dahl, G Hinton NIPS Workshop on Deep Learning for Speech Recognition and Related Applications, 2009 | 550 | 2009 |
| 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 | 424 | 2010 |
| 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 | 400 | 2010 |
| 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 | 366 | 2011 |
| 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 | 353 | 2020 |
| Understanding how deep belief networks perform acoustic modelling A Mohamed, G Hinton, G Penn 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 325 | 2012 |
| 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 | 259 | 2017 |
| Neuro-Symbolic Program Synthesis E Parisotto, A Mohamed, R Singh, L Li, D Zhou, P Kohli arXiv preprint arXiv:1611.01855, 2016 | 240 | 2016 |
| 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 | 229 | 2010 |
| 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 | 228 | 2013 |
| 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 | 224 | 2011 |
| 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 | 201 | 2016 |
Geoffrey HintonEmeritus Prof. Comp Sci, U.Toronto & Engineering Fellow, GoogleVerified email at cs.toronto.edu
