Use Raspberry Pi to power a low noise inverting amplifier with negative voltage input
If the only reason is the battery then you can use the 5V rail for positive supply and a negative voltage generator like the one in this example: Build Your Own Negative Voltage Generator There are many examples on the internet. 

Take care about the input and output voltage range which will be in this case +- 3V (for VCC = +- 5V)