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Career

· Research Scientist, Apple
· Research Scientist, Baidu
· Research Scientist, Facebook AI Research
· PhD in Computer Science, Stanford University
· Research Scientist, Zoom

Publications (55)

Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin
International Conference on Machine Learning · 2015
3,116
cited
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
Nature Medicine · 2019
2,462
cited
Deep Speech: Scaling up end-to-end speech recognition
arXiv.org · 2014
2,215
cited
Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks
arXiv.org · 2017
816
cited
Certified Data Removal from Machine Learning Models
International Conference on Machine Learning · 2019
585
cited
CrypTen: Secure Multi-Party Computation Meets Machine Learning
Neural Information Processing Systems · 2021
482
cited
Gradient Matching for Domain Generalization
International Conference on Learning Representations · 2021
344
cited
Self-Training for End-to-End Speech Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2019
252
cited
First-Pass Large Vocabulary Continuous Speech Recognition using Bi-Directional Recurrent DNNs
arXiv.org · 2014
170
cited
Wav2Letter++: A Fast Open-source Speech Recognition System
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2018
161
cited
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters
Interspeech · 2020
157
cited
Iterative Pseudo-Labeling for Speech Recognition
Interspeech · 2020
147
cited
Building DNN acoustic models for large vocabulary speech recognition
Computer Speech and Language · 2014
126
cited
Sequence Modeling with CTC
2017
111
cited
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions
Interspeech · 2019
105
cited
Persistent RNNs: Stashing Recurrent Weights On-Chip
International Conference on Machine Learning · 2016
94
cited
Ambulatory Atrial Fibrillation Monitoring Using Wearable Photoplethysmography with Deep Learning
Knowledge Discovery and Data Mining · 2018
73
cited
Learning Multiscale Features Directly from Waveforms
Interspeech · 2016
65
cited
Measuring Data Leakage in Machine-Learning Models with Fisher Information
Conference on Uncertainty in Artificial Intelligence · 2021
64
cited
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection
arXiv.org · 2016
48
cited
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Awni Hannun | Researcher Profile | Sotabase | Sotabase