In my opinion yes. There's trend on dumbing down media UI on desktop, even though it doesn't have restrictions of mobile, with instagram being prime example - no volume control and no ability to move position. It's their choice for UI not technical problem. I have several sound sources - couple of sites in tabs that don't have volume control, media player, notification sounds, etc. They are all set in balance to my liking and I don't want to fiddle with global volume for every site.
I don't get that (maybe Apple devices make volume management easier than other manufacturers?), but perhaps more importantly, isn't the site just feeding your browser a link to a 3rd-party stream?
In other words, I doubt the site _could_ do anything about the volume.