Well, it takes two to quarrel. The thing that most surprised my husband early in our marriage, was when he yelled at me, and I gave him the silent treatment back! He jumped to attention, as he thought something was very wrong!
Of course, that won't work forever. My thought is that you need to not respond in anger, but certainly NOT be a submissive doormat. You need personal counseling, and you need marriage counseling.
You also need to really think about your expectations in marriage, as this marriage is not fulfilling them. Find out what your husband's expectations are. Because maybe he is content the way things are, and they will not change if he is.
I think there are lots of good points on this thread. But I do think if you divorce this man, to look for the "perfect" husband, you will find yourself engaging in serial monogamy. Simply because you are a part of the problem, and you will carry it into all your future relationships.
I'm NOT blaming you, but I am saying you have some big issues to work out, since you married him when you were "fighting" all the time. You were willing to marry someone that was not even close to what you dreamed of - but again, part of that is that you probably wouldn't be content even if you were on your own, or with the "perfect" man.
I only say this, as I know where I have come from in marriage. But after 34 years of marriage, I know that staying with a man who goes silent, doesn't like to talk about his feelings or much else besides cars and trucks, (yes, I know, NOT feelings!! LOL) and is radically different than me was the absolutely right thing to do. I would have carried my personal issues into any marriage, instead, I have had a loving and supporting husband to walk beside me as we both worked through the hurts and pains from our past, which were impacting our relationship.
Is marriage perfect? I guess maybe sometimes, but not for most imperfect people. That means that extra effort has to be put in, and sometimes that means staying and praying for someone who is stuck deeply in a huge rut, and they cannot be pulled out. I do believe God will honor anyone's commitment, and make marriage a thing of joy, despite hard times along the way.
God is in the transforming business. Let him transform you, and then see what happens to the marriage!