Listen to Peach Tree Street online. Peach Tree Street is an English language song and is sung by Bob Zurke's Delta Rhythm Boys. Peach Tree Street, from the album The Jazz Playlist, Pt. 15, was released in the year 2014. The duration of the song is 3:23. Download English songs online from JioSaavn.