Listen to Don't Cry, Cry Baby online. Don't Cry, Cry Baby is an English language song and is sung by Nat King Cole. Don't Cry, Cry Baby, from the album My Fair Lady, was released in the year 2010. The duration of the song is 3:07. Download English songs online from JioSaavn.