hearing things
Having auditory hallucinations. Bob: "Listen, I'm sure that someone is right behind us!" Jack: "Bob, you're hearing things. There's nothing out here but us and the wind."
hear (or see) things
imagine that you can hear (or see) something that is not in fact there.