Listen to Autumn Leaves online. Autumn Leaves is an English language song and is sung by Van Galen Band. Autumn Leaves, from the album Back to the Blues Vol: 1, was released in the year 2014. The duration of the song is 5:01. Download English songs online from JioSaavn.