Shall I leave my loveless arranged marriage?

I'm just guessing that your family wouldn't be open minded about the situation. Unfortunately. Unless you do something now this is how your life will be. The only options you have are discuss this with him and talk about getting counseling and do it or leave. No point in staying with someone who isn't interested.