acoustic scene classification 1benchmark dataset 1event shift 1machine listening 1robustness 1sound events 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.SD2026
Towards Event-Robust Acoustic Scene Classification
Yiqiang Cai, Bohan Hu, Yu Yang +3
The paper presents the Event-Shifted Acoustic Scene (ESAS) dataset, a benchmark that adds foreground sound events to background scenes to test how well acoustic scene classificatio…
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…