Let Γ = T k , M l : k ∈ Z d , l ∈ BZ d be a group of unitary operators where T k is a translation operator and M l is a modulation operator acting on L 2 R d . Assuming that B is a non-singular rational matrix of order d with at least one entry which is not an integer, we obtain a direct integral irreducible decomposition of the Gabor representation which is defined by the isomorphism π :We also show that the left regular representation of Z m × BZ d Z d which is identified with Γ via π is unitarily equivalent to a direct sum of card ([Γ, Γ]) many disjoint subrepresentations of the type: L 0 , L 1 , · · · , L card([Γ,Γ])−1 such that for k = 1 the subrepresentation L k of the left regular representation is disjoint from the Gabor representation. Additionally, we compute the central decompositions of the representations π and L 1 . These decompositions are then exploited to give a new proof of the Density Condition of Gabor systems (for the rational case). More precisely, we prove that π is equivalent to a subrepresentation of L 1 if and only if | det B| ≤ 1. We also derive characteristics of vectors f in L 2 (R) d such that π(Γ)f is a Parseval frame in L 2 (R) d .