BL

BurLang

National Language Infrastructure — Burkina Faso

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Models Registered

—

ASR, MT, TTS, LID

Languages

3

Moore, Dioula, Fulfulde

API Endpoints

—

Live & operational

API Status

—

—

Model Registry

Name Task Languages Version Status Metrics
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Pipeline Capabilities

🎙

ASR

Speech → Text (MMS-1B)

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🌐

MT

Translation (NLLB-200)

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🔊

TTS

Text → Speech (MMS-TTS)

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🏷

LID

Language ID (MMS-LID)

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⛓

Pipeline

Chain: MT → TTS (G2P flow)

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Communication Channels

G2P — Government → People Active

French announcements → Translate → TTS → Deliver in local languages

P2G — People → Government Active

Voice in local language → ASR → Translate to French → Forward

B2P — Business → People Active

Transaction alerts, notifications in customer's language

P2B — People → Business Active

Customer speaks local language → ASR → Intent → Response

Model Maturity — Road to SOTA

🎙 ASR (Speech-to-Text) Not started
0 hrs Working (50h) Decent (100h) SOTA (1000h)

Moore

0h

WER: —

Dioula

0h

WER: —

Fulfulde

0h

WER: —

🌐 MT (Translation) Working
0 Working (30K) Decent (300K) SOTA (1M)

French-Moore

83K

CITADEL corpus

French-Dioula

~100K

JW300 estimated

French-Fulfulde

~100K

JW300 estimated

🔊 TTS (Text-to-Speech) Not started
0 hrs Working (5h) Decent (20h) SOTA (100h)

Data Collection Progress

Recording Hours (per language)

Moore 0 / 100 hrs
Dioula 0 / 100 hrs
Fulfulde 0 / 100 hrs

Validation Progress

Pending

0

Accepted

0

Rejected

0

Translation Pairs

Total Pairs

183K

Existing corpora

New Contributions

0

From platform

Contributors

Total

0

Volunteers

0

Paid Operators

0

Partners

0

Budget Burn & Timeline

Working Tier

~6M FCFA

1 month | 50hrs audio + 183K MT pairs

Decent Tier

~9M FCFA

1.5 months | 100hrs audio + 200K MT pairs

SOTA Tier

~33M FCFA

5.5 months | 1000hrs audio + 500K MT pairs

Monthly burn: 5,995,000 FCFA (~9,870 USD) — 30 operators + 3 linguists + 4 devs + management