For a DC power adaptor, you can split it into two, creating a floating 'ground' halfway. For a 12V adaptor, this only gives you +/-6V (unregulated) which may not be sufficient. Given the poor load regulator of small power adaptors, a regulator is recommended to stabilise the power supply in each rail.