Berry appeared in the 2020 "Song Exploder" documentary about the band's song "Losing My Religion", even playing part of his drum line from the song. In the same documentary, Peter Buck says, "There's no drummer like Bill Berry on Earth. None. I have a lot of drummer friends, and they all ask me the same thing: 'What's his secret?' And I can't tell you, because I don't know. My theory is that he uses the space between the high hat and the snare drum in a kind of disco-y way, without being too disco."