We consider XX∗ , where X is a N × p random matrix with i.i.d. entries. We assume that these entries are centered, symmetrically distributed and have sub-Gaussian tails. Then we prove that the largest eigenvalues exhibit Tracy Widom fluctuations if p/N → γ ∈ [0, ∞], extending a previous universality result of A. Soshnikov.