MUSE LUXE speaker with Squeezlite (Logitech Media server)

I also ended up with a dead EspMuse+squeezelite-esp32 after battery was drained completely.
Before finding this thread I created a dedicated one for this problem: EspMuse with squeezelite-esp32 doesn't start after battery was drained

Any advice how to recover the easily (I’m not much into serial console) ?