Power steering pump or belt is probably the cause, if it is the belt it may be just a case of tightening it or replacing the belt, if it is the pump then that will be more expensive, look at the belt first...other than that it could be a valve on the steering rack its self. Can you explain what kind of noise it is, screeching or grumbling....etc