Listen to Shoo Shoo Baby online. Shoo Shoo Baby is an English language song and is sung by His Swing Shift Orchestra and Tony Burgos. Shoo Shoo Baby, from the album Swing Now: Lindy Hop, was released in the year 1999. The duration of the song is 3:45. Download English songs online from JioSaavn.