Listen to Autumn Leaves online. Autumn Leaves is an English language song and is sung by Louis Prima and Keely Smith. Autumn Leaves, from the album 100 Best of Jazz, was released in the year 2014. The duration of the song is 2:52. Download English songs online from JioSaavn.