If you want the screensaver to be silent, here is how to mute it.
Right-click on an open area of your "Desktop" and select the option "Properties". On the "Screen Saver" tab, click on "Settings".
In the Setup Window that opens, check the Mute option.

Click on "Save" and then on "OK" to close the two windows.