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Automatically Batching Control-Intensive Programs for Modern Accelerators


Oct 23, 2019
Alexey Radul, Brian Patton, Dougal Maclaurin, Matthew D. Hoffman, Rif A. Saurous

* 10 pages; under review for Systems and Machine Learning 2020 

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Universal Sound Separation


May 08, 2019
Ilya Kavalerov, Scott Wisdom, Hakan Erdogan, Brian Patton, Kevin Wilson, Jonathan Le Roux, John R. Hershey

* 5 pages, submitted to WASPAA 2019 

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Estimating the Spectral Density of Large Implicit Matrices


Feb 09, 2018
Ryan P. Adams, Jeffrey Pennington, Matthew J. Johnson, Jamie Smith, Yaniv Ovadia, Brian Patton, James Saunderson


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TensorFlow Distributions


Nov 28, 2017
Joshua V. Dillon, Ian Langmore, Dustin Tran, Eugene Brevdo, Srinivas Vasudevan, Dave Moore, Brian Patton, Alex Alemi, Matt Hoffman, Rif A. Saurous


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AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech


Nov 28, 2016
Brian Patton, Yannis Agiomyrgiannakis, Michael Terry, Kevin Wilson, Rif A. Saurous, D. Sculley

* 4 pages, 2 figures, 2 tables, NIPS 2016 End-to-end Learning for Speech and Audio Processing Workshop 

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