Listen to Walkin' the Boogie online. Walkin' the Boogie is an English language song and is sung by John Lee Hooker. Walkin' the Boogie, from the album Let's Call the Whole Thing Off: Female Jazz Singers, Vol. 2, was released in the year 2012. The duration of the song is 2:38. Download English songs online from JioSaavn.