EspMuse with squeezelite-esp32 doesn't start after battery was drained

Just for reference, I could indeed simply reflash the squeezeliteML.bin binary mentioned in Multirooms with SQUEEZELITE with ESP32 MUSE PROTO

screen /dev/ttyUSB0 115200
  nvs_erase_wifi_manager
  restart

Wait a bit, then

esptool -p /dev/ttyUSB0 write_flash 0x0 squeezeliteML.bin  

(not sure if the nvs_erase_wifi_manager and restart steps are needed though.