Hi I got accepted for section 8 last year. But haven't got a voucher yet. I have called the housing authority and they said they are out of funds? Is there something I can do?

No, you will just have to wait till the government funds more of the program. It is up to the state to determine the budget and with all of the spending being demanded by the government, they only have so much money.