Synthetic Data Augmentation for Medical Audio Classification: A Preliminary Evaluation

David McShannon, Anthony Mella, Nicholas Dietrich

Medical audio classification remains challenging due to low signal-to-noise ratios, subtle discriminative features, and substantial intra-class variability, often compounded by cla…