Here in Germany, I'm seeing more and more emergency vehicles having their siren off by default in low to medium traffic situations (even in a large city like Berlin) and only activating it when they enter dangerous situations (like large crossings or passing red lights) or need space.
I don't know whether that's current regulation already, but I think it's a rather nice gesture and definitely reduces the noise background ever so slightly.