Dead battery. How to replace it?

The battery of my Nike+ sportband is dead. It only works when plugged in to the USB but will not hold any charge. It goes off the moment it's unplugged from the USB. I haven't used it for a while, so assume the battery was totaly depleted. How to open the sportband and replace the battery? Please note, this is the sportband and not the sensor.