Dont recognize any malware. Is this audio random, do you only hear it when your on line? Happens in both IE and Fire Fox? What about when your not connected on line? Have you installed any software lately?

Download the free version of CCleaner, install it and click the Cleaner icon on the upper left, then the analyze button, then the Run cleaner button.

Also see this link on how to clear your Java cache.