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cs.SD2022★ 7 cited
Infrastructure-free, Deep Learned Urban Noise Monitoring at 100mW
Jihoon Yun, Sangeeta Srivastava, Dhrubojyoti Roy +6
The Sounds of New York City (SONYC) wireless sensor network (WSN) has been fielded in Manhattan and Brooklyn over the past five years, as part of a larger human-in-the-loop cyber-p…
cs.SD2022
A Study on Robustness to Perturbations for Representations of Environmental Sound
Sangeeta Srivastava, Ho-Hsiang Wu, Joao Rulff +5
Audio applications involving environmental sound analysis increasingly use general-purpose audio representations, also known as embeddings, for transfer learning. Recently, Holisti…