עקוב אחר
Awni Hannun
Awni Hannun
Machine Learning Research, Apple
כתובת אימייל מאומתת בדומיין apple.com - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Rectifier nonlinearities improve neural network acoustic models‏
AL Maas, AY Hannun, AY Ng‏
Proc. icml 30 (1), 3, 2013‏
102692013
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
39282016
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
28742014
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
27632019
Cardiologist-level arrhythmia detection with convolutional neural networks‏
P Rajpurkar, AY Hannun, M Haghpanahi, C Bourn, AY Ng‏
arXiv preprint arXiv:1707.01836, 2017‏
10362017
Certified data removal from machine learning models‏
C Guo, T Goldstein, A Hannun, L Van Der Maaten‏
arXiv preprint arXiv:1911.03030, 2019‏
4832019
Crypten: Secure multi-party computation meets machine learning‏
B Knott, S Venkataraman, A Hannun, S Sengupta, M Ibrahim, ...‏
Advances in Neural Information Processing Systems 34, 4961-4973, 2021‏
4172021
Gradient matching for domain generalization‏
Y Shi, J Seely, PHS Torr, N Siddharth, A Hannun, N Usunier, G Synnaeve‏
arXiv preprint arXiv:2104.09937, 2021‏
3242021
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
2702020
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
2442019
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
2292014
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
2042017
Sequence modeling with ctc‏
A Hannun‏
Distill 2 (11), e8, 2017‏
180*2017
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
1612020
Iterative pseudo-labeling for speech recognition‏
Q Xu, T Likhomanenko, J Kahn, A Hannun, G Synnaeve, R Collobert‏
arXiv preprint arXiv:2005.09267, 2020‏
1542020
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
1362017
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
1262016
End-to-end speech recognition‏
B Catanzaro, J Chen, M Chrzanowski, E Elsen, J Engel, C Fougner, ...‏
US Patent 10,332,509, 2019‏
1222019
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions‏
A Hannun, A Lee, Q Xu, R Collobert‏
arXiv preprint arXiv:1904.02619, 2019‏
1212019
Unsupervised feature learning and deep learning tutorial‏
A Ng, J Ngiam, CY Foo, Y Mai, C Suen, A Coates, A Maas, A Hannun, ...‏
CS294A Lecture, 2013‏
105*2013
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מאמרים 1–20