Awni Hannun
Awni Hannun
Facebook AI Research
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Title
Cited by
Cited by
Year
Rectifier nonlinearities improve neural network acoustic models
AL Maas, AY Hannun, AY Ng
Proc. icml 30 (1), 3, 2013
53172013
Deep speech 2: End-to-end speech recognition in english and mandarin
D Amodei, S Ananthanarayanan, R Anubhai, J Bai, E Battenberg, C Case, ...
International conference on machine learning, 173-182, 2016
23522016
Deep speech: Scaling up end-to-end speech recognition
A Hannun, C Case, J Casper, B Catanzaro, G Diamos, E Elsen, ...
arXiv preprint arXiv:1412.5567, 2014
16442014
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
AY Hannun, P Rajpurkar, M Haghpanahi, GH Tison, C Bourn, ...
Nature medicine 25 (1), 65-69, 2019
9092019
Cardiologist-level arrhythmia detection with convolutional neural networks
P Rajpurkar, AY Hannun, M Haghpanahi, C Bourn, AY Ng
arXiv preprint arXiv:1707.01836, 2017
5642017
First-pass large vocabulary continuous speech recognition using bi-directional recurrent dnns
AY Hannun, AL Maas, D Jurafsky, AY Ng
arXiv preprint arXiv:1408.2873, 2014
1352014
Wav2letter++: A fast open-source speech recognition system
V Pratap, A Hannun, Q Xu, J Cai, J Kahn, G Synnaeve, V Liptchinsky, ...
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
1212019
Building DNN acoustic models for large vocabulary speech recognition
AL Maas, P Qi, Z Xie, AY Hannun, CT Lengerich, D Jurafsky, AY Ng
Computer Speech & Language 41, 195-213, 2017
972017
Self-training for end-to-end speech recognition
J Kahn, A Lee, A Hannun
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
922020
Persistent rnns: Stashing recurrent weights on-chip
G Diamos, S Sengupta, B Catanzaro, M Chrzanowski, A Coates, E Elsen, ...
International Conference on Machine Learning, 2024-2033, 2016
842016
Learning Multiscale Features Directly from Waveforms
Z Zhu, JH Engel, A Hannun
Interspeech 2016, 1305-1309, 2016
602016
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions
A Hannun, A Lee, Q Xu, R Collobert
arXiv preprint arXiv:1904.02619, 2019
582019
Sequence modeling with ctc
A Hannun
Distill 2 (11), e8, 2017
512017
Certified data removal from machine learning models
C Guo, T Goldstein, A Hannun, L Van Der Maaten
arXiv preprint arXiv:1911.03030, 2019
482019
Deployed end-to-end speech recognition
B Catanzaro, J Chen, M Chrzanowski, E Elsen, J Engel, C Fougner, ...
US Patent App. 15/358,083, 2017
432017
Systems and methods for speech transcription
A Hannun, C Case, J Casper, B Catanzaro, G Diamos, E Elsen, ...
US Patent 10,540,957, 2020
392020
An end-to-end architecture for keyword spotting and voice activity detection
C Lengerich, A Hannun
arXiv preprint arXiv:1611.09405, 2016
362016
Iterative pseudo-labeling for speech recognition
Q Xu, T Likhomanenko, J Kahn, A Hannun, G Synnaeve, R Collobert
arXiv preprint arXiv:2005.09267, 2020
342020
Massively multilingual ASR: 50 languages, 1 model, 1 billion parameters
V Pratap, A Sriram, P Tomasello, A Hannun, V Liptchinsky, G Synnaeve, ...
arXiv preprint arXiv:2007.03001, 2020
322020
Ambulatory atrial fibrillation monitoring using wearable photoplethysmography with deep learning
Y Shen, M Voisin, A Aliamiri, A Avati, A Hannun, A Ng
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
272019
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