This is a sound option available only in the Windows Control Panel:
Control Panel> Sounds and Audio Devices> Sounds>Start Navigation
Set the sound to (No)
EDIT : I realized that you can ask if there is a software way to mute click sound; the answer will be no . Like other posters, the WebBrowser control uses the IE engine, so it uses the IE settings.
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