Sample-Conditioned Representation Selection for Audio Few-Shot Learning

Fengrui Liu, Ningxin Shen, Yi Li +3

Few-shot audio classifiers may rely on foreground-background co-occurrences and fail when those correlations shift. On SpurAudio, the resulting representation shift is concentrated…