Listen to Baby Don't Be Mad at Me online. Baby Don't Be Mad at Me is an English language song and is sung by Dinah Shore. Baby Don't Be Mad at Me, from the album Greatest Classics: Dinah Shore, Doris Day, Lena Horne, was released in the year 2014. The duration of the song is 2:53. Download English songs online from JioSaavn.