We consider the skew-product of an expanding map E on the circle T with an almost surely Ck random perturbation
τ=τ0+δτ of a deterministic function τ0: F:{T×R(x,y)⟶⟼T×R(E(x),y+τ(x)) The associated transfer operator L:u∈Ck(T×R)↦u∘F can be decomposed
with respect to frequency in the y variable into a family of operators acting
on functions on the circle: Lξ:{Ck(T)u⟶⟼Ck(T)eiξτu∘E We show that the
flat traces of Lξn behave as normal distributions in the
semiclassical limit n,ξ→∞ up to the Ehrenfest time n≤cklogξ