Listen to Lover Come Back to Me online. Lover Come Back to Me is an Unknown language song and is sung by Dizzy Gillespie. Lover Come Back to Me, from the album The Dizzy Gillespie Story, 1939-1950 (Remastered Version) (Doxy Collection), was released in the year 2018. The duration of the song is 3:33. Download Unknown songs online from JioSaavn.