Listen to Over the Rainbow online. Over the Rainbow is an English language song and is sung by Glenn Miller & His Orchestra. Over the Rainbow, from the album The Greatest Hits Of, was released in the year 2006. The duration of the song is 2:26. Download English songs online from JioSaavn.