Here are some pure theoretical enhancements that I personally try to implement in my own code. Since performance is a difficult and usually is done on all the layers of your application: caching, server response speed, bad practices in code, network infrastructure and so on please do your own benchmark.
Performance from the resource loading perspective:
Images
The overall size of your page is very big, it should not exceed at maximum 1M (that's the recommendation). You can use indexed PNGs instead of RGB ones and for plain backgrounds JPGs ... ofcorse you have to rework and cut them since a single image has a lot of colours, but the result will be reduced to 25% which will translate into a faster loading time.
As lsubi suggested, you can use a response image solution as well.
Source files
Is recommended to place all of your scripts at the end of the page and all your style at the beginning of the page, there is a long debate on how the browser loads the resources, study this Unobtrusive JavaScript: <script> at the top or the bottom of the HTML code? for starters.
If you really want to get serious and win a very small amount of time you may want to "uglify"/"minimise" and merge your scripts and respectively your css files.
Lets not forget you can make css sprites instead of separate images ( http://css-tricks.com/css-sprites/ ) as well, one can gain an amount from there too.
Some tweaks that may make a difference:
I saw in your code the following and looks like you can optimise it a bit.
$(".bg-01").addClass("animated2"),
$(".bg-01b").addClass("animated3 bounceInUp"),
$("#tabcontainer").addClass("animated fadeInDown"),
$("#infohelpcontainer").addClass("animated fadeInUp"),
$("#titlecon").addClass("animated4 fadeInUp"),
$("#guitarman").addClass("animated3 bounceInDown");
The problem is that on each one of these lines the browser is forced to traverse the nodes of the DOM. The tweak is to add a master class on a parent element that will animate all your desired nodes from one shoot, for example :
$('#container').addClass('animated');
And in CSS:
.animated .bg-01 {
/* was initially in .animated2 CSS class */
}
.animated .animated3 {
/* was initially in animated3 and bounceInUp CSS classes */
}
/* ... */