To any connected reductive group G over a non-archimedean local field F (of characteristic p ą 0) and to any maximal torus T of G, we attach a family of extended affine Deligne-Lusztig varieties (and families of torsors over them) over the residue field of F . This construction generalizes affine Deligne-Lusztig varieties of Rapoport, which are attached only to unramified tori of G. Via this construction, we can attach to any maximal torus T of G and any character of T a representation of G. This procedure should conjecturally realize the automorphic induction from T to G.For G " GL2, we prove that our construction indeed realizes the automorphic induction from at most tamely ramified tori. Moreover, if the torus is purely tamely ramified, then the varieties realizing this correspondence are zero-dimensional and reduced, i.e., just disjoint unions of points. T of GpF q over Q . Moreover, R χ T is supercuspidal, whenever T is anisotropic modulo the center of G. Such a correspondence is a special case of the more general principle of automorphic induction for G, which is closely related to the local Langlands correspondence.Let G again be arbitrary. Roughly, one can divide all geometrical objects attached to G, in the cohomology of which one has tried to realize the automorphic induction, into two types: (i) Varieties (or rigid or adic spaces) over Spec F equipped with integral models over Spec O F and special fibers over F q . (ii) Reduced varieties over F q .Constructions of type (ii) are purely in characteristic p, i.e., over F q , and only the reduced structure is relevant. Up to now, constructions of type (ii) only existed for unramified tori of