Listen to Swinging On A Star online. Swinging On A Star is an English language song and is sung by Oscar Peterson and Norman Granz's Jazz At The Philharmonic. Swinging On A Star, from the album A Norman Granz Legacy: Songbooks Etcetera - Volumes 9 & 10, was released in the year 2006. The duration of the song is 4:34. Download English songs online from JioSaavn.