Listen to Autumn Leaves online. Autumn Leaves is an English language song and is sung by Mel. Autumn Leaves, from the album Live On Earth Climate Aliance - Global Warming Concerts, was released in the year 2007. The duration of the song is 2:12. Download English songs online from JioSaavn.