You want to turn off the tap sound (operation sound).

Tap [ Apps & Widgets] - [ Settings] - [Sound] - [Touch sounds] to remove the check mark and disable the tap sound.

Press and hold the VOL – (Volume) button of your tablet until the volume indicator displayed on the screen minimizes.