That sounds like something stuck in the impellers to me. I have found a small twig, or a peice of plastic bottle cap, that I ran over at low speed. It gets lodged at the edge of impeller, and causes the symptom you described.
I have an extra long pair of needle nose, or coat hanger with bent tip...