Joseph Gordon-Levitt sang Taylor Swift's song for his wife,Tasha McCauley on guitar. During his appearance on The Tonight Show starring Jimmy Fallon, the actor covered Taylor Swift's track Lover for his wife for her birthday, who wasn't in New York with him.