Yeah you will notice a difference if you have a quality PA playing 192s. Most of your punters won't care or notice however. Most ears are tuned into compressed file formats these days. I would advise against playing 128s.
It's best practice to play the highest quality file possible but to reiterate most punters (particularly when drunk at at party) really don't care or notice the difference.