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03/04/2023
A General Framework for Learning Procedural Audio Models of Environmental Sounds
This paper introduces the Procedural (audio) Variational autoEncoder (Pr...
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05/25/2022
Urban Rhapsody: Large-scale exploration of urban soundscapes
Noise is one of the primary quality-of-life issues in urban environments...
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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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10/18/2021
Who calls the shots? Rethinking Few-Shot Learning for Audio
Few-shot learning aims to train models that can recognize novel classes ...
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05/06/2021
Weakly Supervised Source-Specific Sound Level Estimation in Noisy Soundscapes
While the estimation of what sound sources are, when they occur, and fro...
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09/11/2020
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context
We present SONYC-UST-V2, a dataset for urban sound tagging with spatiote...
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08/06/2020