Does World of Warcraft subscription price increase if you buy an expansion pack

No it doesn't.

The subscription price has not risen in either of the expansion packs that have been released. Further-more, Blizzard has no plans (announced plans that is) to increase the subscription price. It will be $15.00 for quite some time.