Listen to Autumn Downpour online. Autumn Downpour is an English language song and is sung by Baby Sleep. Autumn Downpour, from the album Sleep Sounds: Calming Rain, was released in the year 2016. The duration of the song is 3:47. Download English songs online from JioSaavn.