Some notes on this design:
Runs on 3 volt battery power supply (2 AA).
Very low current draw: 1 ma @ 3v (26 cpm), low range setting
1.5 ma @ 3v (650 cpm), low range setting
Speaker is on when power is on. high volume on low range setting and low volume on high range setting.
Output voltage is 520 volts and is regulated by the device string that includes the Neon bulb (NE-2).
Transformer is a small audio type with 1 H inductance on both primary and secondary windings.
Geiger-Mueller Tube: AOH-411, 25mm diameter end window (2mg/sqcm).