Listen to Lover Come Back To Me online. Lover Come Back To Me is an English language song and is sung by Dizzy Gillespie. Lover Come Back To Me, from the album Golden Hits, was released in the year 2015. The duration of the song is 9:29. Download English songs online from JioSaavn.