Listen to Harlem On Parade online. Harlem On Parade is an English language song and is sung by Gene Krupa and His Orchestra. Harlem On Parade, from the album Only Big Hits, was released in the year 2015. The duration of the song is 2:44. Download English songs online from JioSaavn.