Listen to Autumn Leaves online. Autumn Leaves is an English language song and is sung by Beegie Adair. Autumn Leaves, from the album Days of Wine and Roses: Songs of Johnny Mercer, was released in the year 2015. The duration of the song is 4:01. Download English songs online from JioSaavn.