Listen to Love Me or Leave Me online. Love Me or Leave Me is an English language song and is sung by Doris Day. Love Me or Leave Me, from the album Day in Hollywood, was released in the year 2006. The duration of the song is 2:14. Download English songs online from JioSaavn.