While I haven't personally had that issue, I recall reading a thread on here suggesting strut top mounts. If the bearing gets stuck, the coil spring gives a little and allows for turning, but the extra load from going over a bump finally twists the bearing enough to make a noise.
Unfortunately I can't seem to find that thread right now.