The single is Morrison's first and will be featured on his upcoming album, which will be released May 10.
Morrison received a Tony Award nomination for Light in the Piazza and also appeared on Broadway in South Pacific, Hairspray, A Naked Girl on the Appian Way and Footloose. He plays teacher and glee club director Will Scheuster on the Fox series "Glee."
To watch Morrison sing and rehearse, look below: