It is possible to change the volume programmatically using jquery or javascript.
jquery was causing me confusion as I was trying to do
$("#videoid").volume
getting undefined as result, but the way to do it with jquery is
$("#videoid").prop("volume",0.5)
or with plain javascript
document.getElementById("videoid").volume=0.5;
With this we can change the volume during a live webrtc communication.