For a set S of real numbers we introduce the concept of S-almost automorphic functions valued in a Banach space. It generalizes in particular the one of Z-almost automorphic functions. This enables us to study the existence of almost automorphic solutions of a differential equation with piecewise constant argument of generalized type.