"That Old Song" is a 1981 song recorded by American R&B vocalist and songwriter Ray Parker Jr., along with his group, Raydio. It was the third of four single releases from their 1981 album, A Woman Needs Love, the last Parker recorded with Raydio. It was the second biggest hit from the album, after "A Woman Needs Love (Just Like You Do)."
