Listen to Lover, Come Back to Me online. Lover, Come Back to Me is an English language song and is sung by Richard Tauber. Lover, Come Back to Me, from the album Come Back to Richard (The Dave Cash Collection), was released in the year 2013. The duration of the song is 3:31. Download English songs online from JioSaavn.