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Description
As already discussed, I'm pretty sure that the analog circuit is not optimal and likely doesn't work for everyone.
E.g. for me the proposed 22k voltage divider produced a rather bad SNR leading to many other issues.
The differences mostly come from the unknown Piezo output voltage range, which may be +- 0,1-10V.
The effective voltage range depends on:
- piezo hardware (size, thickness)
- trigger cushion foam (i.e. the maximum velocity at which a user can possibly hit the piezo)
In my particular case the voltage range of the piezo seems to be around +-1V and rarely more. This can be measured rather easily by plugging the piezo to the line in which runs at +-1V range. If there's no clipping, then you're apparently in that range.
I played a bit with the apparent industry-standard software LTSpice to find a set of parameters that may work for me and interestingly found quite a different one from the proposed parameters.
Here's a comparison of the parameters proposed by edrumulus and the seemingly better ones for my case (+-1V, 2kHz spikes):

simulation (needs to be renamed to edrumulus.asc)
(The C3=1p case is roughly identical to what edrumulus does = no capacitor.)
One can see that the voltage range in the edrumulus example is ~0,3V, whereas it could be ~2V as in the second example. Of course that also affects the SNR.
Therefore imho it would be more honest to tell people that they need to play with the parameters to find a circuit that may work for them.
Disclaimer: I still need to validate the simulation in practice.