Listen to Autumn Leaves online. Autumn Leaves is an English language song and is sung by Mantovani Orchestra. Autumn Leaves, from the album Das Mantovani Orchester spielt Liebeslieder, was released in the year 2010. The duration of the song is 3:52. Download English songs online from JioSaavn.