Listen to The Autumn Leaves Are Falling online. The Autumn Leaves Are Falling is an English language song and is sung by The Fureys. The Autumn Leaves Are Falling, from the album I Will Love You, was released in the year 2014. The duration of the song is 3:34. Download English songs online from JioSaavn.