I can tell you what worked for me, what i did was this turned on Silent mode on your Apple Watch. There are two ways to fix it:-
Using the Control Center:-
1. Press the side button on your Apple Watch. (If you're using watchOS 9 or earlier, touch and hold the bottom of the screen, then swipe...