Awni Y. Hannun

57 papers A* 11A 7C 1Misc 3Journal 33Unranked 1

Year	Rank	Type	Title / Venue / Authors
2022	A	`conf`	Data Appraisal Without Data Sharing. AISTATS Xinlei Xu, Awni Y. Hannun, Laurens van der Maaten
2022	A*	`conf`	Flashlight: Enabling Innovation in Tools for Machine Learning. ICML Jacob D. Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Y. Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2022	J	`jnl`	Flashlight: Enabling Innovation in Tools for Machine Learning. CoRR Jacob Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Y. Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2022	A*	`conf`	Gradient Matching for Domain Generalization. ICLR Yuge Shi, Jeffrey Seely, Philip H. S. Torr, Siddharth Narayanaswamy, Awni Y. Hannun, Nicolas Usunier, Gabriel Synnaeve
2022	A*	`conf`	Measuring Data Leakage in Machine-Learning Models with Fisher Information (Extended Abstract). IJCAI Awni Y. Hannun, Chuan Guo, Laurens van der Maaten
2022	Misc	`conf`	Parallel Composition of Weighted Finite-State Transducers. ICASSP Shubho Sengupta, Vineel Pratap, Awni Y. Hannun
2022	J	`jnl`	Star Temporal Classification: Sequence Classification with Partially Labeled Data. CoRR Vineel Pratap, Awni Y. Hannun, Gabriel Synnaeve, Ronan Collobert
2021	A*	`conf`	CrypTen: Secure Multi-Party Computation Meets Machine Learning. NeurIPS Brian Knott, Shobha Venkataraman, Awni Y. Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten
2021	J	`jnl`	CrypTen: Secure Multi-Party Computation Meets Machine Learning. CoRR Brian Knott, Shobha Venkataraman, Awni Y. Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten
2021	A*	`conf`	Fixes That Fail: Self-Defeating Improvements in Machine-Learning Systems. NeurIPS Ruihan Wu, Chuan Guo, Awni Y. Hannun, Laurens van der Maaten
2021	J	`jnl`	Fixes That Fail: Self-Defeating Improvements in Machine-Learning Systems. CoRR Ruihan Wu, Chuan Guo, Awni Y. Hannun, Laurens van der Maaten
2021	J	`jnl`	Gradient Matching for Domain Generalization. CoRR Yuge Shi, Jeffrey Seely, Philip H. S. Torr, N. Siddharth, Awni Y. Hannun, Nicolas Usunier, Gabriel Synnaeve
2021	J	`jnl`	Measuring Data Leakage in Machine-Learning Models with Fisher Information. CoRR Awni Y. Hannun, Chuan Guo, Laurens van der Maaten
2021	A	`conf`	Measuring data leakage in machine-learning models with Fisher information. UAI Awni Y. Hannun, Chuan Guo, Laurens van der Maaten
2021	J	`jnl`	Parallel Composition of Weighted Finite-State Transducers. CoRR Shubho Sengupta, Vineel Pratap, Awni Y. Hannun
2021	—	`conf`	Semi-Supervised end-to-end Speech Recognition via Local Prior Matching. SLT Wei-Ning Hsu, Ann Lee, Gabriel Synnaeve, Awni Y. Hannun
2021	J	`jnl`	The History of Speech Recognition to the Year 2030. CoRR Awni Y. Hannun
2021	J	`jnl`	The Role of Evolution in Machine Intelligence. CoRR Awni Y. Hannun
2020	A*	`conf`	Certified Data Removal from Machine Learning Models. ICML Chuan Guo, Tom Goldstein, Awni Y. Hannun, Laurens van der Maaten
2020	J	`jnl`	Data Appraisal Without Data Sharing. CoRR Mimee Xu, Laurens van der Maaten, Awni Y. Hannun
2020	J	`jnl`	Differentiable Weighted Finite-State Transducers. CoRR Awni Y. Hannun, Vineel Pratap, Jacob Kahn, Wei-Ning Hsu
2020	A	`conf`	Iterative Pseudo-Labeling for Speech Recognition. INTERSPEECH Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Y. Hannun, Gabriel Synnaeve, Ronan Collobert
2020	J	`jnl`	Iterative Pseudo-Labeling for Speech Recognition. CoRR Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Y. Hannun, Gabriel Synnaeve, Ronan Collobert
2020	A	`conf`	Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters. INTERSPEECH Vineel Pratap, Anuroop Sriram, Paden Tomasello, Awni Y. Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2020	J	`jnl`	Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters. CoRR Vineel Pratap, Anuroop Sriram, Paden Tomasello, Awni Y. Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2020	A	`conf`	Scaling Up Online Speech Recognition Using ConvNets. INTERSPEECH Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Y. Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2020	J	`jnl`	Scaling Up Online Speech Recognition Using ConvNets. CoRR Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Y. Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2020	J	`jnl`	Secure multiparty computations in floating-point arithmetic. CoRR Chuan Guo, Awni Y. Hannun, Brian Knott, Laurens van der Maaten, Mark Tygert, Ruiyu Zhu
2020	Misc	`conf`	Self-Training for End-to-End Speech Recognition. ICASSP Jacob Kahn, Ann Lee, Awni Y. Hannun
2020	J	`jnl`	Semi-Supervised Speech Recognition via Local Prior Matching. CoRR Wei-Ning Hsu, Ann Lee, Gabriel Synnaeve, Awni Y. Hannun
2020	J	`jnl`	The Trade-Offs of Private Prediction. CoRR Laurens van der Maaten, Awni Y. Hannun
2020	A*	`conf`	Word-Level Speech Recognition With a Letter to Word Encoder. ICML Ronan Collobert, Awni Y. Hannun, Gabriel Synnaeve
2019	J	`jnl`	A Fully Differentiable Beam Search Decoder. CoRR Ronan Collobert, Awni Y. Hannun, Gabriel Synnaeve
2019	A*	`conf`	A fully differentiable beam search decoder. ICML Ronan Collobert, Awni Y. Hannun, Gabriel Synnaeve
2019	A*	`conf`	Ambulatory Atrial Fibrillation Monitoring Using Wearable Photoplethysmography with Deep Learning. KDD Yichen Shen, Maxime Voisin, Alireza Aliamiri, Anand Avati, Awni Y. Hannun, Andrew Y. Ng
2019	J	`jnl`	Certified Data Removal from Machine Learning Models. CoRR Chuan Guo, Tom Goldstein, Awni Y. Hannun, Laurens van der Maaten
2019	C	`conf`	Lead2Gold: Towards Exploiting the Full Potential of Noisy Transcriptions for Speech Recognition. ASRU Adrien Dufraux, Emmanuel Vincent, Awni Y. Hannun, Armelle Brun, Matthijs Douze
2019	J	`jnl`	Lead2Gold: Towards exploiting the full potential of noisy transcriptions for speech recognition. CoRR Adrien Dufraux, Emmanuel Vincent, Awni Y. Hannun, Armelle Brun, Matthijs Douze
2019	J	`jnl`	Privacy-Preserving Contextual Bandits. CoRR Awni Y. Hannun, Brian Knott, Shubho Sengupta, Laurens van der Maaten
2019	J	`jnl`	Self-Training for End-to-End Speech Recognition. CoRR Jacob Kahn, Ann Lee, Awni Y. Hannun
2019	A	`conf`	Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions. INTERSPEECH Awni Y. Hannun, Ann Lee, Qiantong Xu, Ronan Collobert
2019	J	`jnl`	Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions. CoRR Awni Y. Hannun, Ann Lee, Qiantong Xu, Ronan Collobert
2019	Misc	`conf`	Wav2Letter++: A Fast Open-source Speech Recognition System. ICASSP Vineel Pratap, Awni Y. Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, Ronan Collobert
2019	J	`jnl`	Word-level Speech Recognition with a Dynamic Lexicon. CoRR Ronan Collobert, Awni Y. Hannun, Gabriel Synnaeve
2018	—	`—`	Transcribing real-valued sequences with deep neural networks. Awni Y. Hannun
2018	J	`jnl`	wav2letter++: The Fastest Open-source Speech Recognition System. CoRR Vineel Pratap, Awni Y. Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, Ronan Collobert
2017	J	`jnl`	Building DNN acoustic models for large vocabulary speech recognition. Comput. Speech Lang. Andrew L. Maas, Peng Qi, Ziang Xie, Awni Y. Hannun, Christopher T. Lengerich, Daniel Jurafsky, Andrew Y. Ng
2017	J	`jnl`	Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks. CoRR Pranav Rajpurkar, Awni Y. Hannun, Masoumeh Haghpanahi, Codie Bourn, Andrew Y. Ng
2016	J	`jnl`	An End-to-End Architecture for Keyword Spotting and Voice Activity Detection. CoRR Christopher T. Lengerich, Awni Y. Hannun
2016	A*	`conf`	Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin. ICML Dario Amodei, Sundaram Ananthanarayanan, Rishita Anubhai, Jingliang Bai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Jingdong Chen, Mike Chrzanowski, Adam Coates, Greg Diamos, Erich Elsen, Jesse H. Engel, Linxi Fan, Christopher Fougner, Awni Y. Hannun, Billy Jun, Tony Han, Patrick LeGresley, Xiangang Li, Libby Lin, Sharan Narang, Andrew Y. Ng, Sherjil Ozair, Ryan Prenger, Sheng Qian, Jonathan Raiman, Sanjeev Satheesh, David Seetapun, Shubho Sengupta, Chong Wang, Yi Wang, Zhiqian Wang, Bo Xiao, Yan Xie, Dani Yogatama, Jun Zhan, Zhenyao Zhu
2016	J	`jnl`	Learning Multiscale Features Directly FromWaveforms. CoRR Zhenyao Zhu, Jesse H. Engel, Awni Y. Hannun
2016	A	`conf`	Learning Multiscale Features Directly from Waveforms. INTERSPEECH Zhenyao Zhu, Jesse H. Engel, Awni Y. Hannun
2016	A*	`conf`	Persistent RNNs: Stashing Recurrent Weights On-Chip. ICML Greg Diamos, Shubho Sengupta, Bryan Catanzaro, Mike Chrzanowski, Adam Coates, Erich Elsen, Jesse H. Engel, Awni Y. Hannun, Sanjeev Satheesh
2015	J	`jnl`	Deep Speech 2: End-to-End Speech Recognition in English and Mandarin. CoRR Dario Amodei, Rishita Anubhai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Jingdong Chen, Mike Chrzanowski, Adam Coates, Greg Diamos, Erich Elsen, Jesse H. Engel, Linxi Fan, Christopher Fougner, Tony Han, Awni Y. Hannun, Billy Jun, Patrick LeGresley, Libby Lin, Sharan Narang, Andrew Y. Ng, Sherjil Ozair, Ryan Prenger, Jonathan Raiman, Sanjeev Satheesh, David Seetapun, Shubho Sengupta, Yi Wang, Zhiqian Wang, Chong Wang, Bo Xiao, Dani Yogatama, Jun Zhan, Zhenyao Zhu
2014	J	`jnl`	Deep Speech: Scaling up end-to-end speech recognition. CoRR Awni Y. Hannun, Carl Case, Jared Casper, Bryan Catanzaro, Greg Diamos, Erich Elsen, Ryan Prenger, Sanjeev Satheesh, Shubho Sengupta, Adam Coates, Andrew Y. Ng
2014	J	`jnl`	First-Pass Large Vocabulary Continuous Speech Recognition using Bi-Directional Recurrent DNNs. CoRR Andrew L. Maas, Awni Y. Hannun, Daniel Jurafsky, Andrew Y. Ng
2014	J	`jnl`	Increasing Deep Neural Network Acoustic Model Size for Large Vocabulary Continuous Speech Recognition. CoRR Andrew L. Maas, Awni Y. Hannun, Christopher T. Lengerich, Peng Qi, Daniel Jurafsky, Andrew Y. Ng