Listen to Peter Gunn online. Peter Gunn is an English language song and is sung by Henry Mancini. Peter Gunn, from the album Whacked - Original Songs Featured In The Sopranos, was released in the year 2011. The duration of the song is 2:07. Download English songs online from JioSaavn.