Listen to Lover Come Back to Me online. Lover Come Back to Me is an English language song and is sung by Ella Fitzgerald. Lover Come Back to Me, from the album [RE]discover Ella Fitzgerald, was released in the year 2012. The duration of the song is 1:55. Download English songs online from JioSaavn.