Let K be a knot of genus g. If K is fibered, then it is well known that the knot group π(K) splits only over a free group of rank 2g. We show that if K is not fibered, then π(K) splits over non-free groups of arbitrarily large rank. Furthermore, if K is not fibered, then π(K) splits over every free group of rank at least 2g. However, π(K) cannot split over a group of rank less than 2g. The last statement is proved using the recent results of Agol, Przytycki-Wise and Wise.