Cantonese Voice Benchmark粵語語音基準

Showcase · Cyberport, Hong Kong

The day the numbers are read out.

Every entrant’s result is already public the moment it is scored. The showcase is not a reveal, it is the argument: what the numbers mean, where they disagree, and what Cantonese voice can and cannot do yet.

What happens on the day.

The order is fixed; the times are not, and are Cyberport’s to announce. Rather than print placeholder ones that look real, this page carries the shape and will carry the schedule when there is one.

  1. 01The board, frozen

    Standings as of a fixed moment, so the number on the screen does not change while someone is talking about it. The live board resumes afterwards.

  2. 02What the data supports

    The findings, each graded by how strongly the evidence backs it. Where entrants are tied, why they are tied, shown rather than asserted.

  3. 03Entrant showcases

    Each team presents their system in their own words. We publish the measurements; how they got there is theirs to explain.

  4. 04The debate

    A live argument about what these numbers do not capture — the failure modes a corpus of 79 clips cannot reach, and what the next edition should measure instead.

  5. 05The report

    Published the same day, with the working. Nothing said on stage will be absent from it.

What you will actually see.

Not slides of logos. Real calls, real transcripts, and the specific places where good systems still fail.

A tone error, heard

The same syllable as six words, played, and a system getting one of them wrong on a real claims call.

The gap before a reply

Time to first byte on the same conversation across entrants — the difference between a call you stay on and one you hang up.

Being talked over

What each system does when a caller interrupts. The fast ones are not always the ones that stop.

Where we said no

Numbers we refused to publish, and why. A benchmark is worth reading because of what it withholds.

Come to it.

Places are limited and the room is the point — this is a working session, not a launch. Tell us who you are and we will send the schedule when it is fixed.

Goes to the same queue as dataset access and is answered within one business day. An RSVP is not an account — if you also want to compete, ask for access separately.

Cantonese Voice Benchmark 2026.1 · Organised by Cyberport with Prudential Hong Kong. Platform by Pubrio.