I would probably just put the seeds in pots and leave them outside until the germinate.
I know they can be winter sown, but you dont have that option.
you could probably try to speed up the process by soaking them. [water with a dash of hydrogen peroxide]
you can google it too. Here is one site
Tips for When to Plant Lily Seeds | eHow.com