I tried the reset button several times. I pressed it, disconnected the power and left my finger on the button, reconnected and left my finger on the button for 45 seconds. No beep, nothing.
To remove the battery, I thought myself of doing that but as @alastairstevenson wrote, I didn't do it yet.