While the broth is simmering, toast the star anise, cloves, cinnamon stick, coriander seeds, fennel seeds, black cardamom pod, and black peppercorns in a dry skillet over medium heat until fragrant, about 2-3 minutes. Then, tie them in a cheesecloth or place them in a spice bag.