If it's the kind of party where there's music, stop the music. Everyone will hush, expecting for something to happen. After a minute or two, turn the music back

If it's the kind of party where there's music, stop the music. Everyone will hush, expecting for something to happen. After a minute or two, turn the music back on at a lower volume and the crowd will adjust.