BantuNomics My BantuNomics

The proof · live data

One spelling. Many meanings. Already recorded.

Real, consented native audio. Each homograph is recorded per meaning as a Bantu↔English code-switch, and each word across 5 rounds (reproducibility). Every take is time-segmented at switch_ms → it self-labels into the 6-in-1. Full numbers on what we have.

Your access: public · Public tier — text, segmentation & counts (audio on evaluation+). Upgrade →
The homograph corpus opens at evaluation

Publicly, hear the problem itself on the 6-in-1 page — the ulebomba demo. Start an evaluation to browse every homograph across 5 languages: each meaning, the 5 rounds, and playable audio.

Start an evaluation →

Meanwhile, see what we have — public, live coverage & roadmap.