No solution, but I can confirm that I get this type of message quite frequently. I think it mainly happens when the browser (nearly always Firefox in my case) captures the audio device for its purposes (playing back video or whatever). Then when system notification wants the audio device, as you say, an error is raised. The browser should presumably have given up the audio device.
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