Listen to Rest Your Love On Me online. Rest Your Love On Me is an English language song and is sung by Andy Gibb and Olivia Newton-John. Rest Your Love On Me, from the album After Dark, was released in the year 1998. The duration of the song is 4:57. Download English songs online from JioSaavn.