If Remote Desktop sound is not working, check if audio is enabled on the local computer, if it is, then follow the solutions mentioned in this post to resolve the issue.

Wondering why your computer is playing music randomly when nothing is open? The causes are viruses, background apps, or media sharing. Let's fix this!