Quickest solution probably is to right-click the speaker icon in the systray, select "open volume mixer," and then click the mute button underneath the "speakers" icon (or your default audio device if it's different.) Takes about two seconds.
I'm never wrong about anything, and so if you see an error in any of my posts you will know immediately that I did not write it...;)