Listen to Autumn Leaves online. Autumn Leaves is an English language song and is sung by Loren Becker and Robert Byrne. Autumn Leaves, from the album Snap! Crackle! Pop! Hard to Find Vinyl Collection, was released in the year 2013. The duration of the song is 2:54. Download English songs online from JioSaavn.