I received a citation this past weekend for a noise violation in Lake Como NJ, should I plead guilty and pay the fine?

It sounds like an ordinance violation. Likely, it is just a fine and there isn't really anything that it can be downgraded to. However, you may want to appear in court to see if you can get fine waived or otherwise. You should consult with an attorney.