Why do my walls creak? Is the noise ever a sign of a problem?

Your walls creak because the wood is expanding and contracting as the wood absorbs the moisture in the air.

A creak is not usually a sign of a problem. But if you hear a cracking sound (like the sound of baseball bat break), that is not good and you should find the location is see if the walls or ceiling are cracked.