I just replaced the battery to try and fix this problem. The Red and White LEDs are ON when the batteries are charged and it doesn’t matter if the power switch is ON or OFF.
When turned ON the headphones work normally.
Is a circuit schematic available? I am an electronic technician skilled in component level circuit board repair.