Listen to Peter Gunn Theme online. Peter Gunn Theme is an Unknown language song and is sung by The Alan Peters Orchestra And Chorus. Peter Gunn Theme, from the album Essential Musicals Collection, Vol. 3, was released in the year 2008. The duration of the song is 3:53. Download Unknown songs online from JioSaavn.