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Home/Authors/Jonathan Le Roux

Jonathan Le Roux

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Audio and Speech Processing×1

Frequent co-authors

Takuya Fujimura1×
Yoshiki Masuyama1×
Gordon Wichern1×
Christoph Boeddeker1×
Julius Richter1×

Research Timeline

2026
NABEATs: Noise-Aware Audio Representation Learning

The paper introduces Noise-Aware BEATs (NABEATs), a noise-aware audio self-supervised learning framework that estimates clean BEATs representations from noisy audio signals using an auxiliary reference noise input.

Highlighted terms show continued research focus across papers

Papers

eess.ASEmpiricalRecentJul 18, 2026

NABEATs: Noise-Aware Audio Representation Learning

Takuya Fujimura, Yoshiki Masuyama, Gordon Wichern, Christoph Boeddeker +2 more

The paper introduces Noise-Aware BEATs (NABEATs), a noise-aware audio self-supervised learning framework that estimates clean BEATs representations from noisy audio signals using an auxiliary referenc…

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