Listen to Autumn leaves online. Autumn leaves is an English language song and is sung by Edith Piaf. Autumn leaves, from the album The Great Edith Piaf Vol1, was released in the year 2010. The duration of the song is 3:27. Download English songs online from JioSaavn.