For now it will be global settings which you can enable/disable in the Config screen, for pdf, audio or video files. We won't support  because it's not standard Markdown (its been discussed before for video files and it's not a good idea because it will break if displayed outside Joplin).
However I was thinking about adding a menu entry like "Toggle media players" which would allow users to toggle the players on and off using a shortcut.