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More fair, but voices still signal age and gender, so implicit bias remains.

Voices can be transformed to all look the same and hide gender, age and origin. Remains vocabulary, education, etc.

And culture, and education.

as a fairly well off white dude i resent this attempt to make things less fair for me!

I like how fair it is atm. I fare pretty good thanks. (this is a joke before some muppet gets triggered)

You called?