You can either use noise-canceling headphones (those really work, but make your ears hot).
Or white-noise apps, there's Pzizz for the mac (app), also I have a free application from app store, on my iPod Touch called White Noise. For multi-platform, there's SimplyNoise, that you can use in any browser
http://www.simplynoise.com/