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Mungaka speech data for AI
How much open Mungaka speech data exists, where the gaps are, and how to get consented Mungaka data collected.
That is enough to start experiments, but far short of production speech recognition, which typically uses thousands of hours. Conversational, accent-balanced and domain-specific Mungaka audio remains scarce.
Source: Mozilla Common Voice language statistics, fetched 2026-11-05. Figures cover the open Common Voice corpus only.
Need Mungaka data?
We recruit native Mungaka speakers and collect to your spec: read prompts or natural two-person conversation, transcripts in the native script, speaker age, gender and region labels, noise and synthetic-voice checks, and a consent record for every file. Shared or exclusive licence.
Speak Mungaka?
Mungaka
Join the contributor waitlist and we'll email you paid Mungaka recording and writing projects when they open. You record on your phone and are paid once your work is accepted.
Questions
Where can I get Mungaka speech data for AI training?
Norynta collects Mungaka speech data to order from consenting native speakers: read prompts, natural conversations, transcripts and private evaluation sets, with a consent and origin record for every file. Request it at collect.norynta.com/buy. For open data, Mozilla Common Voice has 12 validated hours of Mungaka (as of 2026-11-05).
How much open Mungaka speech data is available?
As of 2026-11-05, Mozilla Common Voice lists 12 validated hours and 12 recorded hours of Mungaka from 9 speakers, ranking 127 of 445 languages by validated hours.
Can I get paid to record Mungaka?
Yes. Native Mungaka speakers can join Norynta's contributor waitlist at collect.norynta.com/join. We email paid recording and writing projects in Mungaka when they open, and pay once the work is accepted.