Arya samaj marriage is valid in court of law. As you are above 18 yrs. you can marry to a man you like. As both of you are unanimous on your decision, police can not get in the way. You need to inform your parents as soon as possible. Whether they accept or not, once you have done marriage it becomes your moral duty to inform them.