Listen to Theme from Peter Gunn online. Theme from Peter Gunn is an English language song and is sung by The Chuck Rainey Coalition. Theme from Peter Gunn, from the album The Chuck Rainey Coalition, was released in the year 1998. The duration of the song is 5:54. Download English songs online from JioSaavn.