Try to book an appointment for marriage counseling maybe this could help. Your husband might have a problem that he couldn't convey with you. His joke is not normal though it sounds funny to him. Mind you there are things running to his head not that you are cheating. Any person who is in normal state wont keep thinking that their wife is cheating on him.