Listen to Burn That Candle online. Burn That Candle is an English language song and is sung by Bill Haley & His Comets. Burn That Candle, from the album Greatest Hits of Bill Haley, was released in the year 2010. The duration of the song is 2:44. Download English songs online from JioSaavn.