Listen to Shoo Shoo Baby online. Shoo Shoo Baby is an English language song and is sung by The Andrews Sisters. Shoo Shoo Baby, from the album The Best Compilation Ever (Remastered), was released in the year 2015. The duration of the song is 2:54. Download English songs online from JioSaavn.