Listen to Autumn Leaves online. Autumn Leaves is an English language song and is sung by Janet Blair. Autumn Leaves, from the album Cafe Del Jazz, Vol. 5, was released in the year 2013. The duration of the song is 2:44. Download English songs online from JioSaavn.