It sounds to me as if this man has beaten you down mentally and verbally to the point where you fear to leave and feel it is impossible.
Why don't you call the National Domestic Violence hotline and get help in planning your escape
National Domestic Violence Hotline: 1-800-799-7233 or 1-800-787-3224 (TTY) - Break the silence, make the call.