Actually, there was a Mythbusters on that. They didn't find a "brown note" per se. They went on a sweep from something like 6 or 9 Hz up to 50 Hz with this huge array of speakers. Some crew members reported feeling extreme anxiety, however...

I am the Doctor, and THIS... is my SPOON!