We have their avian descendants to look at, as well as other large animals. That gives us a reasonable idea of the pitch/volume a dinosaur might have.
But it is important to remember that there is no guarantee. [The things you see in a fossil are not even close to the whole picture.](https://xkcd.com/1747/)
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