How to remove noise in inverter
I guess you are hearing a 50-60Hz noise as the output of the transfo is not properly filtered.

You need to add quite a bit of capacitor between the bank 1 and 2 to GND, they use battery but battery doesn't have fast transiant response.

If this doesn't solve it, you can add a capacitance multiplier circuit between the transfo and the banks.