Yes yes and yes!

Email the entire office to explain the reason / importance of the sign.

Then print and laminate.

That way everybody understands and nobody feels singled out.

Also management will be aware of the noise pollution challenges surrounding your job.

They'll be in support of you getting your job done quicker.