It's not what you asked, but the bias resistors (R1 and R2) are far too low. The input impedance will be equivalent to R1, R2 and the transistor's base impedance in parallel. The transistor's base impedance is equal to the Hfe * R3, which is a few Megs, so can be ignored, leaving R1 and R2 in parallel, which would give R = (1k2*1k)/(1k2+1k) = 1k2/2k2 = 0.545k = 545R
Assuming the Hfe is around 200, the base impedance will be 2M, so the impedance of the R1 and R2 in parallel can be 1/10 of that, which is around 200k, about 400 times the values of R1 and R2 in parallel, so they can be multiplied by 400, giving R1 = 470k and R2 = 390k as the nearest standard E24 values. The total input impedance will now be around 200k and the value of C1 can be reduced to reflect that, so use 100nF.