Listen to Little Annie Mae online. Little Annie Mae is an English language song and is sung by Muddy Waters. Little Annie Mae, from the album The Greatest 100 Blues Songs, was released in the year 2013. The duration of the song is 2:32. Download English songs online from JioSaavn.