"I'll let you guys introduce yourselves..."
Extend hand for a handshake. Hey, I'm [name]. We've met before but it's been a while.
First, it lets the other person off the hook, because they're almost certainly experiencing the same momentary anxiousness. Second, literally every time I've done this, they've replied like "Hi, nice to talk to you again! And I'm [name]."