Listen to Have A Little Dream On Me online. Have A Little Dream On Me is an English language song and is sung by Fats Waller and his Rhythm. Have A Little Dream On Me, from the album Golden Hits, was released in the year 2015. The duration of the song is 2:44. Download English songs online from JioSaavn.