SpurAudio: A Benchmark for Studying Shortcut Learning in Few-Shot Audio Classification
arXiv:2605.13672v1 Announce Type: new
Abstract: Few-shot classification (FSC) is widely used for learning from limited labeled data, yet most evaluations implicitly assume that target concepts are independent of contextual cues. In real-world settings…