Get the Party Started is a 2007 album by Welsh singer Dame Shirley Bassey. Contents. hide 1 Background; 2 Track listing; 3 Chart performance; 4 References. Buy Get The Party Started: Read 2 Digital Music Reviews - Amazon.com. Discover Get The Party Started Instrumental MP3 as made famous by Shirley Bassey. Download the best MP3 Karaoke Songs on Karaoke Version.