Listen to Baby Brown (vocal) online. Baby Brown (vocal) is an English language song and is sung by Fats Waller and his Rhythm. Baby Brown (vocal), from the album Golden Hits, was released in the year 2015. The duration of the song is 3:10. Download English songs online from JioSaavn.