Listen to Annie Had a Baby online. Annie Had a Baby is an English language song and is sung by Hank Ballard and The Midnighters. Annie Had a Baby, from the album Sexy Rock Hits (50 Tracks), was released in the year 2015. The duration of the song is 2:42. Download English songs online from JioSaavn.