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cs.SD2026
Towards Event-Robust Acoustic Scene Classification
Yiqiang Cai, Bohan Hu, Yu Yang +3
This paper introduces the Event-Shifted Acoustic Scene (ESAS) dataset, a novel benchmark for evaluating the robustness of Acoustic Scene Classification (ASC) systems against unknow…
cs.SD2024
Leveraging Self-supervised Audio Representations for Data-Efficient Acoustic Scene Classification
Yiqiang Cai, Shengchen Li, Xi Shao
Acoustic scene classification (ASC) predominantly relies on supervised approaches. However, acquiring labeled data for training ASC models is often costly and time-consuming. Recen…