Actually to the code that I found in the documentation for Oembed, I just added
$params = array(
'controls' => 0,
'hd' => 1,
'autohide' => 1,
'autoplay' => 1
);
and it worked perfectly. Maybe you modified this in the code? but this solution its very intuitive and it works good.