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03/20/2022
A Study on Robustness to Perturbations for Representations of Environmental Sound
Audio applications involving environmental sound analysis increasingly u...
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03/11/2022
Infrastructure-free, Deep Learned Urban Noise Monitoring at ∼100mW
The Sounds of New York City (SONYC) wireless sensor network (WSN) has be...
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02/12/2022
Physics-Guided Problem Decomposition for Scaling Deep Learning of High-dimensional Eigen-Solvers: The Case of Schrödinger's Equation
Given their ability to effectively learn non-linear mappings and perform...
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10/14/2021
Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks
Representation learning from unlabeled data has been of major interest i...
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09/06/2019