Gurgling noise from tankless toilet

We have 3 other toilets with the same valve, none of the others make this noise. Nor do they keep running for so long. Is this an adjustment issue a hardware failure or a ventilation stack problem or something else.

Here is a video:

https://youtu.be/DkLRK0WHAm4