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BantuNomics Tone licenses tonal-homograph ground truth, the time-segmented Bantu→English code-switch corpus, FSI-aligned syllable data, and a Bantu-English accent ASR benchmark — consented, de-identified, and growing. Evaluate it on your own models, then license the catalogue.
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What you'd be licensing
Start with the public proof.
The spoken word is the truthWhy flat text can't carry Bantu meaning — and what does.
The segmented corpusOne spelling, many meanings, in real consented native audio.
Accent ASR benchmarkHow a frontier ASR handles Bantu-accented English, measured.
One recording, six functionsWhy this data is infrastructure, not a dataset.