Listen to Autumn Leaves online. Autumn Leaves is an Instrumental language song and is sung by Piano Music. Autumn Leaves, from the album Autumn Leaves - Piano Music, was released in the year 2011. The duration of the song is 4:12. Download Instrumental songs online from JioSaavn.