Hi Martin,
I must admit that hum at switch-on is one of the casualties of the minimalist approach used in the TLP design. It is not an issue for the GK-1, however.
You can banish it by installing a timed relay at the output of the TLP, shorting it to earth until the filament comes on song.
This is fiddly, but it fixes the problem.
Cheers,
Hugh