It probably depends on your discipline and the practices of the journal to which you are submitting.
I think that in some fields, it is not unusual for the journal paper to provide web links to video or other content, but if you do this, remember that your journal publication will be there forever, so you need durable web links that will not disappear next time someone updates your website.