Hi @gomiku,
I hope you are well today and thank you for your question.
You can achieve this by using custom plugin solution shared in the following topic and then adding the video code in the Content field option of [Shapely] Parralax Section For FrontPage widget.
https://colorlibsupport.com/t/cusomizing-parallax-widget/
Best Regards,
Movin