Cantonese Voice Benchmark粵語語音基準

ASR · 20% of the score · every entrant

Can you hear?

Transcribing Hong Kong Cantonese: six tones, constant English code-switching, insurance vocabulary, and callers who are frightened or angry.

One syllable. Six words.

Cantonese carries six lexical tones. A tone error does not degrade a word, it replaces it. Every tile below is the same syllable, si, and every one means something unrelated. Play them.

Pitch demonstration, synthesised from the Chao values shown. Not a recording of speech — the point is the shape, not the voice.

Where it costs money

maai5buyagainstmaai6sell

Low rising against low level. In a sales call this inverts who is doing what.

bou2insureagainstbou3report

High rising against mid level. 保險 is a policy; 報險 is filing a claim against one. Both are said constantly on the same call.

ji1medicalagainstji6two

High level against low level. A claims call is dense with both hospital words and read-aloud digits, so this one lands in the amount as easily as the diagnosis.

What is measured

Character Error Rate

Substitutions plus deletions plus insertions, over reference characters. Corpus-level, weighted by length. Cantonese has no word boundaries, so Word Error Rate would be meaningless here.

Mix Error Rate

The same measure, but Latin runs count as whole words. Without it, misreading one English word costs four errors while misreading a Chinese word costs one, and every code-switching system is punished for the wrong thing.

Why it is hard here

Tones
Six of them, and a wrong tone is a wrong word. See below.
Code-switching
A single sentence routinely runs Cantonese, an English product name, a number, and back again.
Numbers
Policy numbers, claim amounts and dates read digit by digit, in a language with several ways to say each digit.
Emotion
People calling a claims line are rarely calm, and distressed speech is measurably harder.