Listen to Goin' To Chicago Blues online. Goin' To Chicago Blues is an English language song and is sung by Count Basie and His Orchestra. Goin' To Chicago Blues, from the album Never Forget, was released in the year 2015. The duration of the song is 3:18. Download English songs online from JioSaavn.