We construct spaces of smooth and generalized random variables which can be considered as weighted L²(Ω)-spaces. It integration for generalized stochastic processes is defined. The construction follows closely the standard L²(Ω)-case, except for the norms which are weighted. As an application of our results, we derive a Clark-Ocone formula.