Listen to Autumn Leaves online. Autumn Leaves is an English language song and is sung by RelaxMyCat. Autumn Leaves, from the album 4 Hours of Calming Music for Cats, was released in the year 2015. The duration of the song is 20:31. Download English songs online from JioSaavn.