They have a 'theme song', but they're not hyping it and it hasn't been played a lot.
Interesting news: they've just admitted that part of the opening ceremony was faked via CG, namely the firework 'footprints' stepping toward the stadium. A fine piece of special effects work, though, and probably a good idea since the real thing could've misfired in so many ways. Still pretty cheeky, though.