Cover and let stand at room temperature until cooled. Place in the refrigerator until ready to use. Allow them to sit in the pickling liquid for at least 4 hours for the best flavor.
Feel free to mix up your spices, but be sure to use whole ones. Smashed cardamom pods, pink peppercorns, and star anise, for example, would all make excellent substitutions or additions.