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Data Appraisal Without Data Sharing

Dec 11, 2020
Mimee Xu, Laurens van der Maaten, Awni Hannun

* Presented at NeurIPS Workshop for Privacy-Preserving Machine Learning Workshop (PPML 2020) 

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Differentiable Weighted Finite-State Transducers

Oct 02, 2020
Awni Hannun, Vineel Pratap, Jacob Kahn, Wei-Ning Hsu


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The Trade-Offs of Private Prediction

Jul 09, 2020
Laurens van der Maaten, Awni Hannun


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Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters

Jul 08, 2020
Vineel Pratap, Anuroop Sriram, Paden Tomasello, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert


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Iterative Pseudo-Labeling for Speech Recognition

May 19, 2020
Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Hannun, Gabriel Synnaeve, Ronan Collobert


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Semi-Supervised Speech Recognition via Local Prior Matching

Feb 24, 2020
Wei-Ning Hsu, Ann Lee, Gabriel Synnaeve, Awni Hannun


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Scaling Up Online Speech Recognition Using ConvNets

Jan 27, 2020
Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert


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Secure multiparty computations in floating-point arithmetic

Jan 09, 2020
Chuan Guo, Awni Hannun, Brian Knott, Laurens van der Maaten, Mark Tygert, Ruiyu Zhu

* 31 pages, 13 figures, 6 tables 

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Certified Data Removal from Machine Learning Models

Nov 11, 2019
Chuan Guo, Tom Goldstein, Awni Hannun, Laurens van der Maaten

* Submitted to AISTATS 2020 

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Lead2Gold: Towards exploiting the full potential of noisy transcriptions for speech recognition

Oct 16, 2019
Adrien Dufraux, Emmanuel Vincent, Awni Hannun, Armelle Brun, Matthijs Douze

* 8 pages, 4 tables, Accepted for publication in ASRU 2019 

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Privacy-Preserving Contextual Bandits

Oct 14, 2019
Awni Hannun, Brian Knott, Shubho Sengupta, Laurens van der Maaten


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Self-Training for End-to-End Speech Recognition

Sep 19, 2019
Jacob Kahn, Ann Lee, Awni Hannun


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Word-level Speech Recognition with a Dynamic Lexicon

Jun 10, 2019
Ronan Collobert, Awni Hannun, Gabriel Synnaeve


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Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions

Apr 04, 2019
Awni Hannun, Ann Lee, Qiantong Xu, Ronan Collobert


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A Fully Differentiable Beam Search Decoder

Feb 16, 2019
Ronan Collobert, Awni Hannun, Gabriel Synnaeve


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wav2letter++: The Fastest Open-source Speech Recognition System

Dec 18, 2018
Vineel Pratap, Awni Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, Ronan Collobert


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An End-to-End Architecture for Keyword Spotting and Voice Activity Detection

Nov 28, 2016
Chris Lengerich, Awni Hannun

* NIPS 2016 End-to-End Learning for Speech and Audio Processing Workshop 

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Learning Multiscale Features Directly From Waveforms

Apr 05, 2016
Zhenyao Zhu, Jesse H. Engel, Awni Hannun

* "fix typo in the title" 

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Deep Speech 2: End-to-End Speech Recognition in English and Mandarin

Dec 08, 2015
Dario Amodei, Rishita Anubhai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Jingdong Chen, Mike Chrzanowski, Adam Coates, Greg Diamos, Erich Elsen, Jesse Engel, Linxi Fan, Christopher Fougner, Tony Han, Awni Hannun, Billy Jun, Patrick LeGresley, Libby Lin, Sharan Narang, Andrew 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


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Deep Speech: Scaling up end-to-end speech recognition

Dec 19, 2014
Awni Hannun, Carl Case, Jared Casper, Bryan Catanzaro, Greg Diamos, Erich Elsen, Ryan Prenger, Sanjeev Satheesh, Shubho Sengupta, Adam Coates, Andrew Y. Ng


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