Voluntary contributions to UK state pension

I emigrated to Brazil 10 years ago. I was recently told I could continue to contribute to my state pension voluntarily while I am away from the UK. However, what's not clear to me is whether I can contribute voluntarily from a non-Commonwealth country and then withdraw the pension at 68 without ever returning to the UK to live. Does anyone have any experience with this?