mostly any value > 100k will do ... the purpose is to bias the signal so that it doesn't oscillate around ground. You will want to add a 1k or so in series with the piezo in order to protect the analog input from very large input signals.
Yes, we need to amend the diagram with the correct value resistors and the series resistor.