Listen to Peter Gunn Theme online. Peter Gunn Theme is an English language song and is sung by Henry Mancini & His Orchestra. Peter Gunn Theme, from the album The 50 Best Tv Theme Songs Ever, was released in the year 2013. The duration of the song is 2:08. Download English songs online from JioSaavn.