Transcribing speech is never neutral. It shapes power and bias

Sat, 9 May 2026 02:33:18 +1000

Andrew Pam <xanni [at] glasswings.com.au>

Andrew Pam
<https://theconversation.com/transcribing-speech-is-never-neutral-it-shapes-power-and-bias-281527>

"Earlier this year I gave a talk about my research at Oxford’s All Souls
College, and worked with a chef to design an accompanying menu.

Thinking about my work in southwest Western Australia, I typed “Boorloo”, the
Nyungar name for the City of Perth.

Autocorrect had other ideas. It replaced it with “Barolo” – which, I thought,
made for a fitting wine choice on the night.

It was an amusing moment, but also a revealing one. The system’s dictionary,
trained largely on mainstream English data, didn’t know what Boorloo was, so it
reached for a more familiar alternative. This seemingly minor miscorrection
offers a glimpse into how language technologies are shaped – including which
words they recognise, and which they overlook."

Cheers,
       *** Xanni ***
--
mailto:xanni@xanadu.net               Andrew Pam
http://xanadu.com.au/                 Chief Scientist, Xanadu
https://glasswings.com.au/            Partner, Glass Wings
https://sericyb.com.au/               Manager, Serious Cybernetics

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