Representation Matters in Randomized Smoothing for Audio Classification

Jong-Ik Park, Shreyas Chaudhari, José M. F. Moura +1

Randomized smoothing (RS) certifies robustness in the vector space where Gaussian noise is added. In audio classification, this space is often not uniquely defined as standard pipe…