Listen to Over the Rainbow online. Over the Rainbow is an English language song and is sung by Oscar Peterson. Over the Rainbow, from the album The Best of Oscar Peterson, was released in the year 2015. The duration of the song is 2:18. Download English songs online from JioSaavn.