UNless you're getting married I think the only way is a tourist Visa. Details of the wedding - dates, locations etc will certainly help, as will proof that the trip can be afforded (your own and your gf's bank statements), and return tickets to Philippines (assuming thats where she is now?).
Good luck, and congratulations to your son.