What's your favorite song to sing karaoke-style? If you don't have one, why not?
Though I absolutely abhor karaoke, I'd have to say that I would find it enjoyable "singing" along to Aphex Twin - AFX 237 V7. Though there aren't any lyrics per se, I like imitating the creepy noises at the beginning of the composition.