Listen to Autumn Leaves online. Autumn Leaves is an English language song and is sung by Michael Allen Harrison. Autumn Leaves, from the album The Jazz Master Series: Mellow Tone, Vol. 3, was released in the year 2013. The duration of the song is 2:54. Download English songs online from JioSaavn.