Even dry walls can be made virtually sound proof. If you look at the pdf below (it's in German) on page 49, you can see that noise reduction of almost 80dB is possible. This is impressive. For reference, a very simple drywall has a noise reduction of roughly 45dB.

https://www.knauf.de/wmv/?id=1112 (link updated, thanks for pointing this out)