Listen to Autumn Leaves online. Autumn Leaves is an English language song and is sung by Zoot Sims. Autumn Leaves, from the album Meet And Greet On Broadway, was released in the year 2016. The duration of the song is 4:42. Download English songs online from JioSaavn.