If you use Twitter and you are noticing a high noise level then its time to ask yourself if the people you are following enrich the conversation. If not, it is time to clean out your following and refocus on what Twitter does well. It may not be Twitter that is the problem, but who you are Twittering with.
I just dumped a bunch of follows off my list and will drop more in the next week. I feel better already!