From what I read Windows App does not support RDP and you need to use Remote Desktop Connection (not Remote Desktop App, which is a different thing)
Remote desktop users: Users connecting to remote desktops from the Remote Desktop app should use Remote Desktop Connection until support for this connection type is available in Windows App.
No issues on my side. 30 seconds songs means the tokens probably expired. They seem to have fixed it now.