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10/23/2019
Automatically Batching Control-Intensive Programs for Modern Accelerators
We present a general approach to batching arbitrary computations for acc...
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05/08/2019
Universal Sound Separation
Recent deep learning approaches have achieved impressive performance on ...
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11/20/2018
Differentiable Consistency Constraints for Improved Deep Speech Enhancement
In recent years, deep networks have led to dramatic improvements in spee...
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11/16/2018
Exploring Tradeoffs in Models for Low-latency Speech Enhancement
We explore a variety of neural networks configurations for one- and two-...
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02/09/2018
Estimating the Spectral Density of Large Implicit Matrices
Many important problems are characterized by the eigenvalues of a large ...
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11/28/2017
TensorFlow Distributions
The TensorFlow Distributions library implements a vision of probability ...
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11/28/2016