Listen to Shoo-Shoo Baby online. Shoo-Shoo Baby is an English language song and is sung by Ella Mae Morse. Shoo-Shoo Baby, from the album Capitol Collectors Series, was released in the year 2009. The duration of the song is 3:15. Download English songs online from JioSaavn.