Yep, and a greataxe, which is the most common barbarian weapon, uses 1d12 as damage die.
Now, a crit (natural 20 on a 20 sided die) doubles the dice and makes it 2d12, and half orcs have a feature so that they can roll an additional weapon damage die when critting on their attack, which makes it 3d12.