Take a strong spudger (metal or plastic) and carefully insert it into the lining between the two back ear pieces.

Using a metal spudger (like the one pictured) can cut you if not used correctly. Please be mindful of where you insert it if you choose to use one

Removing the cover can take a couple of minutes. However, don't be aggressive while removing it, as you could damage the interior components under the back earpiece