whooooa check what you've signed up for first. If the contract has a notice period find out what. Simple non-payment could end up with collection proceedings against you !
I suggest that you inform them that you are going to terminate your membership (in writing would be best) and then inform your bank to cancel the direct debit. Nice and tidy !!!