Hi Razin
I have similar problem with my Mamba as well, What I've tried today was to update the firmware on the FC to 4.1.4 but no luck as well.
The only thing is when I connect the board to the usb and power with the battery as well the FC does beep normaly and ESC also beeps as normal, once...