After picking up the food, you find the house and it turns out to be a party! The music is blaring and everyone seems to be in the garden.

Do you ring the doorbell and try to give them a call? Maybe try for 5 minutes then leave?
Do you look up a video of a police siren sound effect and play it through the letter box? Hopefully that should attract attention.