Listen to Frosty the Snowman online. Frosty the Snowman is an English language song and is sung by Ella Fitzgerald. Frosty the Snowman, from the album Christmas Swing, was released in the year 2011. The duration of the song is 2:11. Download English songs online from JioSaavn.