Looks like the easiest way to do is by using embed tag, so when I need it is needed to play it, I just call from javascript:
$('#sound_element').html("<embed src='scripts/"+file+".mp3' hidden='true' autostart='true' loop='false'>");
Of course I need to have this div somewhere on the page:<div id="sound_element"></div>
And it does the magic. I found that it plays flawlessly in Chrome, but for Firefox it asks for Quicktime plugin. But I need it for managed environment, so it is not a big deal.Finally, I can add some tunes to my blog! ;)