Listen to Eastown Boogie online. Eastown Boogie is an English language song and is sung by Lil Hardin Armstrong And Her Orchestra. Eastown Boogie, from the album Chicago: The Living Legends, was released in the year 2007. The duration of the song is 6:21. Download English songs online from JioSaavn.