Sounds like you know the options, it's just a matter of doing it. When you say you're scared, then it's obviously an abusive environment, and you need to get out safely.

Nothing is permanent, so getting to a safe place is a first step in resolving your marriage one way or another. Communication could be a lot different with your spouse when he can't control you with threats. Best of luck.