Irene, you could have posted this as an answer with your original question!
Council Tax (Poll Tax), well you won't get the single adult reduction of 25%, but you can put in a claim based on both of your incomes and that will be assessed. the same goes for your Housing Benefit, they will treat you as a couple so will want to know about joint income/capital etc. DLA is not means tested so you'll still get that.