Listen to Lover Come Back To Me online. Lover Come Back To Me is an English language song and is sung by Frank Sinatra. Lover Come Back To Me, from the album 1940 Unforgotten, was released in the year 2015. The duration of the song is 3:20. Download English songs online from JioSaavn.