Not sure how well it removes "ehm"s, but I use unsilence[1] a lot for lectures. It removes the silent bits from a video file. It isn't a browser plugin however. You have to download the lecture before converting.It works quite well in my experience.
[1] https://github.com/lagmoellertim/unsilence
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