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Battlelog is only capable of providing VOIP within an established party structure. So if you'd like to use the built in voip, form a party before joining a game and then join as a party.
Yes, it's pretty pathetic to have zero voip outside of parties,...but i'm pretty sure that the overall goal was to beat MW3 to release and certain sacrifices needed to be made in order to achieve that goal.