Listen to Autumn Leaves online. Autumn Leaves is an English language song and is sung by Instrumental Music Group. Autumn Leaves, from the album From a Distance: Great Piano Songs, was released in the year 2012. The duration of the song is 4:12. Download English songs online from JioSaavn.