For that website and many others you can use youtube-dl
you can find info on how to use youtube-dl on this wiki page: https://trisquel.info/en/wiki/play-videos-without-using-flashalso if you dont like the command line that you can use the graphical version youtube-dl-gui of which you can also find info on at the wiki page!
