Voxxed Days Trieste 2022 - 1st Edition
summary
Demo shows a simple website translation pipeline that relies on machine captions and exposes how automated output inserts repeated filler words and drops punctuation, forcing manual passes. Live transcript fragments reveal the exact failure mode — long runs of duplicated tokens — and a small UI mockup tests badges for contributors to incentivize corrections. The result reports whether automated translation plus light editing reaches readable copy or still needs full human translation.
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