Listen to Someone To Watch Over Me online. Someone To Watch Over Me is an English language song and is sung by Oscar Peterson and Norman Granz's Jazz At The Philharmonic. Someone To Watch Over Me, from the album A Norman Granz Legacy: Songbooks Etcetera - Volumes 9 & 10, was released in the year 2006. The duration of the song is 2:23. Download English songs online from JioSaavn.