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Algorithmically Marginalized

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I wouldn’t have thought that mathematics or signal processing would have a cultural bent, but I just sat through a conference call where everyone was reasonably clear except for one guy, with a pronounced central-African accent, whose voice was getting audibly butchered by the noise cancellation algorithm on the line. The beginning of every sentence, and every pause, was punctuated by a sort of wierd, static-and-squarewave tug-of-war with the background noise.

I think it’s some combination of his accent and cadence of his speech, and it was really weird to notice the trend. On reflection, it makes perfect sense – algorithms optimized for the majority, as defined by the people who wrote them, would of course have a cultural impact on people at the margins – it just hadn’t occurred to me how that would work until just now.


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