How Can I Break a Lease Without Being Penalized?

I am stuck in the townhouse from hell. I pay $1950, and over half of the units here are section 8/low income. Now, of course they do not tell you that when you sign on to rent here. I do not wish to live among a lower cl of people who do not share the same values as myself. Also, the units are old, tacky and shabby. I really want to move and break this lease. I don't care about losing the security depost and one month's rent, but I know many rental companies will charge you rent until the place is rented out, and they can screw you over and shuffle their feet to get the place rented, thus taking your money. Also, they can charge you for advertising the place to rent. I am in pure hell. Does anyone have any suggestions. Please spare me the stupid, smart *** answers. If that applies to you, get your stupid two little points and go about your merry dumb way. Sorry to be such a B***H, but I am so miserable living here!!! HELP! Does anyone know of any legal loopholes? Please help!