Listen to Burn That Candle online. Burn That Candle is an English language song and is sung by Bill Haley and His Comets. Burn That Candle, from the album 75 Golden Oldies, was released in the year 2008. The duration of the song is 2:46. Download English songs online from JioSaavn.