Previously I tried removing, repairing the headset and it did not work. I just tried that now and started a meeting with myself and it seems like it might be fine now. Will see if it actually happens in my next actual meeting.
This happened to me in the past... not sure why but it went away but its back as of today.
I plugged the headset into my Mac and it said there was a firmware update, so I updated. Didn't resolve the issue.