If my wife's kids want to go live with their dad, would I have to pay child support if my wife doesn't work?

My wife and her ex husband have two kids...they are thinking of moving with their dad. At this time he is paying child support for them...let me reiterate...the court is garnishing his wages. If they go live with him would I have to pay for child support for them since my wife does not work?