Listen to Come Out, Come Out online. Come Out, Come Out is an English language song and is sung by Billie Burke, Judy Garland and The Munchkins. Come Out, Come Out, from the album The Wizard of Oz - OST, was released in the year 2010. The duration of the song is 1:45. Download English songs online from JioSaavn.