Listen to Memphis Tennessee online. Memphis Tennessee is an English language song and is sung by Harry Belafonte. Memphis Tennessee, from the album 101 Hits - Best of Harry Belafonte, was released in the year 2012. The duration of the song is 4:59. Download English songs online from JioSaavn.