"Prior to going to Boston (to make the movie) I'd spent a lot of time with Joe Perry from Aerosmith, and Joe's got a pretty thick Boston accent, so I just sponged it." Johnny Depp studied pal and Hollywood Vampires bandmate Joe Perry to perfect his South Boston, Massachusetts accent for Whitey Bulger biopic Black Mass.