How do we know what dinosaurs sound like when they've been extinct millions of years ago, amirite?

We don't, but we can guess based upon what we know about the creature and how similar still living creatures sound

We don't

Some scientists can hear the past

well scientists and archiologists have kind of an idea because the parts that sound were in the bones and we have fossils so they blew air through it and had rough dino sounds