Listen to Autumn Leaves online. Autumn Leaves is an English language song and is sung by Jimmy Smith. Autumn Leaves, from the album Turn Of The Year Masquerade, was released in the year 2015. The duration of the song is 4:41. Download English songs online from JioSaavn.