Listen to Shoe Shine Boy online. Shoe Shine Boy is an English language song and is sung by Count Basie. Shoe Shine Boy, from the album Anthology (Remastered), was released in the year 2016. The duration of the song is 2:48. Download English songs online from JioSaavn.