Listen to Baby Won't You Say You Love Me online. Baby Won't You Say You Love Me is an English language song and is sung by Nat King Cole. Baby Won't You Say You Love Me, from the album My Fair Lady, was released in the year 2010. The duration of the song is 3:00. Download English songs online from JioSaavn.