Listen to Autumn Leaves online. Autumn Leaves is an English language song and is sung by Hit Co. Big Band. Autumn Leaves, from the album Great American Standards, Vol. 5, was released in the year 2013. The duration of the song is 3:39. Download English songs online from JioSaavn.