Hey Laura,
Great question!
Yes, audience specific page access users have the ability to modify/delete their own page subscriptions. That being said, they don't have the ability to delete their own user account for the page itself - that would need to be done by a Team Member/Administrator of the page itself via the management console.
Let me know if this helps!
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