Listen to That Old Black Magic online. That Old Black Magic is an English language song and is sung by Judy Garland. That Old Black Magic, from the album Two On One Musicals - the Wizard of Oz and the Sound of Music, was released in the year 2011. The duration of the song is 2:44. Download English songs online from JioSaavn.