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06/27/2022
Audio Similarity is Unreliable as a Proxy for Audio Quality
Many audio processing tasks require perceptual assessment. However, the ...
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02/09/2021
CDPAM: Contrastive learning for perceptual audio similarity
Many speech processing methods based on deep learning require an automat...
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02/08/2021
Learning from Shader Program Traces
Deep networks for image processing typically learn from RGB pixels. This...
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06/10/2020
HiFi-GAN: High-Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks
Real-world audio recordings are often degraded by factors such as noise,...
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05/16/2020
Saving the Sonorine: Audio Recovery Using Image Processing and Computer Vision
This paper presents a novel technique to recover audio from sonorines, a...
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01/13/2020
A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences
Assessment of many audio processing tasks relies on subjective evaluatio...
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06/04/2019
Text-based Editing of Talking-head Video
Editing talking-head video to change the speech content or to remove fil...
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10/29/2017
High-Precision Localization Using Ground Texture
Location-aware applications play an increasingly critical role in everyd...
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04/25/2015