I am using Chrome version 75.
add the muted property to video tag
<video id="myvid" muted>
then play it using javascript and set muted to false
var myvideo = document.getElementById("myvid");
myvideo.play();
myvideo.muted = false;
edit: need user interaction (at least click anywhere in the page to work)