Listen to I Don't Want to Set the World On Fire online. I Don't Want to Set the World On Fire is an English language song and is sung by Cleo Laine. I Don't Want to Set the World On Fire, from the album Great Classics, was released in the year 2015. The duration of the song is 2:54. Download English songs online from JioSaavn.