youtube video actually have no conversion needed. It is just copying downloded file.

If that still showing "convert started" as status, delete the templates_c/debug.txt file. Then in admin process queue, edit the process and change status to convert again.

Now wait for cron to run or run it yourself by going to http://www.yourdomain/cron.php

It it do not convert the video post the debug log.