The headphones would turn off at random times. Sometimes, all you have to do is press the button to turn them on. Other times, you have to press the right earcup against something and then turn them on. That's also how they turn on when charging.
Tried:
Factory reset.
Disabling different features in the app.
Dry it with a hair dryer.