Johnny Depp and Natalie Portman sing a song for the deaf Mamamia Team Monday 16 April 2012 4:32pm (419) (17)(11) Wow. Just spectacular. My Valentine directed by Paul McCartney and featuring Natalie Portman and Johnny Depp singing in sign language (ASL). Oh, and Johnny Depp plays the guitar too. Johnny and Vanessa Natalie Portman for Dior.