activity
20172022
most citedOn the geometry of generalization and memorization in deep neural networks

13 citations · 46 across the 10 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

cs.SD2018

Voices Obscured in Complex Environmental Settings (VOICES) corpus

Colleen Richey, Maria A. Barrios, Zeb Armstrong +11

This paper introduces the Voices Obscured In Complex Environmental Settings (VOICES) corpus, a freely available dataset under Creative Commons BY 4.0. This dataset will promote spe…

cs.SD2018

Deep Speech Denoising with Vector Space Projections

Jeff Hetherly, Paul Gamble, Maria Barrios +2

We propose an algorithm to denoise speakers from a single microphone in the presence of non-stationary and dynamic noise. Our approach is inspired by the recent success of neural n…