http://en.wikipedia.org/wiki/Fair_use
You may still be contacted about copyright infringement (see the Nostalgia Critic's review of Tommy Wiseau's The Room), but you should be fine. I was thinking of putting up a site similar to the Spoony Experiment, but with a focus on music instead of movies/video games. I just don't think I'd have the time.