In this paper we study quasilinear elliptic equations driven by the double phase operator and a right-hand side which has the combined effect of a singular and of a parametric term. Based on the Nehari manifold method we are going to prove the existence of at least two weak solutions for such problem when the parameter is sufficiently small.