Listen to Annie Had a Baby online. Annie Had a Baby is an English language song and is sung by The Midnighters and Hank Ballard. Annie Had a Baby, from the album Doo-Wop Soul, Vol. 1, was released in the year 2014. The duration of the song is 2:38. Download English songs online from JioSaavn.