First, you do realize that the bass & treble labels in the circuit are interchanged? As for the two capacitors and two resistors, the 2.2 uF is for AC coupling to block the DC bias point of the op-amp, while the 39K resistor is to set the DC bias point of the capacitor. The diode rectifies the...