When stating the title of a classical piece of music, does it go in quotations?

Deangelo Marchak: According to The Owl at Purdue :Put quotation marks around the titles of shorter works such as journal articles, articles from edited collections, television series episodes, and song titles: "Multimedia Narration: Constructing Possible Worlds"; "The One Where Chandler Can't Cry."