Try different capacitor and resistor values to adjust the frequency rate. I prefer 100nF (104) ceramic caps for designators C1-C6  to get at lower frequencies.

Check out the link to Ray Wilson's article to learn more about the "Simplest Oscillator On Earth", as well as his many other great articles and designs on the Music From Outer Space website.

See links for some of the specific parts I used.