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cs.CV2024★ 1 cited
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language
Mark Hamilton, Andrew Zisserman, John R. Hershey +1
We present DenseAV, a novel dual encoder grounding architecture that learns high-resolution, semantically meaningful, and audio-visually aligned features solely through watching vi…
cs.SD2024★ 1 cited
Unsupervised Improved MVDR Beamforming for Sound Enhancement
Jacob Kealey, John Hershey, François Grondin
Neural networks have recently become the dominant approach to sound separation. Their good performance relies on large datasets of isolated recordings. For speech and music, isolat…