You can play these on your DVD player but there's no point unless you have the sound system to go with it.
I play mine on my computer because I have a DVD drive, Soundblaster Audigy 2 ZS Platinum Pro (which comes with a dedicated DVD Audio player) and Creative Gigaworks 7.1 speakers.
It all sounds rather nice.