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They do say it with a /z/ sound. That's why it gets spelled Oz.

Compare Aussie, which is also pronounced with a /z/.

I've never heard anyone pronounce 'Australia' as 'Auztralia'. 'Aussie' as 'ozzie' yes, but never Australia.