Listen to Autumn Leaves online. Autumn Leaves is an English language song and is sung by The New Zealand School Of Music Big Band and Rodger Fox. Autumn Leaves, from the album Funk City Ola, was released in the year 2011. The duration of the song is 9:14. Download English songs online from JioSaavn.