Listen to Drum Boogie online. Drum Boogie is an English language song and is sung by Gene Krupa & His Orchestra. Drum Boogie, from the album Swing’s the Thing, was released in the year 2012. The duration of the song is 3:11. Download English songs online from JioSaavn.