Listen to Baby Is What He Calls Me online. Baby Is What He Calls Me is an English language song and is sung by Peggy Lee. Baby Is What He Calls Me, from the album Peggy Lee Fifty Favourites, was released in the year 2011. The duration of the song is 2:59. Download English songs online from JioSaavn.