Listen to Frosty the Snowman online. Frosty the Snowman is an English language song and is sung by Jimmy Durante. Frosty the Snowman, from the album White Christmas: The 20 Best Christmas Songs of All Time, was released in the year 2013. The duration of the song is 2:36. Download English songs online from JioSaavn.