2026
EMPOWERING MULTIMODAL RESPIRATORY SOUND CLASSIFICATION WITH COUNTERFACTUAL ADVERSARIAL DEBIASING FOR OUT-OF-DISTRIBUTION ROBUSTNESS
ICASSP 2026poster
Multimodal respiratory sound classification offers promise for early pulmonary disease detection by integrating bioacoustic signals with patient metadata. Nevertheless, current approaches remain vulnerable to spurious correlations from attributes such as age, sex, or acquisition device, which hinder…