It might be possible to do this, depending on how it’s added (as a background to a section vs a video player element).
It’s worth noting that automatically playing sound on page load is considered bad practice, and some browsers will automatically disable audio by default, regardless of the settings you add.
Generally, this is to prevent situations such as being in public and accidentally being caught off guard by audio on a site you weren’t expecting.