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 Memories of Rock & Roll - The Great Collection (75 Rare Tracks), was released in the year 2015. The duration of the song is 2:40. Download English songs online from JioSaavn.