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Kallaama vs MALIBA-AI Bambara TTS

A verified, side-by-side comparison. Both records are status-checked by Wycord, so you are comparing what each actually offers today, not a stale listing.

KallaamaMALIBA-AI Bambara TTS
Category
AI Resources
AI Resources
Type
Speech (ASR/TTS)
Speech (ASR/TTS)
Country
🇸🇳 Senegal
🇲🇱 Mali
Docs status
Docs live
Docs live
Licensing
Approval required
Pricing
Free
Free for non-commercial and research use
Verified
Verified
Unverified
Last verified
10 Oct 2026
10 Oct 2026
Tags
speech, asr, senegal, wolof, pulaar
tts, bambara, mali, spark-tts, speech-synthesis
Links
Website Docs GitHub
Website
Summary
A 125-hour transcribed speech dataset in Wolof, Pulaar and Sereer (the three most widely spoken languages of Senegal) focused on agriculture, built for ASR development. Led by Jokalante with Orange Innovation and Ecole Polytechnique de Thies, funded by Lacuna Fund.
MALIBA-AI Bambara TTS is a neural text-to-speech model for Bambara (Bamanankan), the most widely spoken language in Mali, built on the Spark-TTS framework with a Qwen2.5-based backbone of around 500M parameters. It supports 10 authentic Bambara speaker voices and outputs 16kHz mono audio without a separate vocoder. It is released under a non-commercial MALIBA-AI research license.

Kallaama vs MALIBA-AI Bambara TTS at a glance

Kallaama and MALIBA-AI Bambara TTS are both listed under Speech (ASR/TTS) in Wycord's AI Resources index.

Kallaama is based in Senegal and MALIBA-AI Bambara TTS in Mali.

Both currently show the status "Docs live".

On access, Kallaama is marked "No approval needed" and MALIBA-AI Bambara TTS "Approval required".

Over the last 30 days Wycord's probes measured 100% uptime for Kallaama (36 checks) and 100% for MALIBA-AI Bambara TTS (36 checks).

Average response time on live probes was 1020 ms for Kallaama and 200 ms for MALIBA-AI Bambara TTS.

Uptime and latency come from Wycord's own probes of each resource's website, documentation and repository, run every six hours.

How they differ

  • Access: Kallaama, No approval needed; MALIBA-AI Bambara TTS, Approval required.
  • Pricing: Kallaama, Free; MALIBA-AI Bambara TTS, Free for non-commercial and research use.
  • Country: Kallaama, Senegal; MALIBA-AI Bambara TTS, Mali.
  • Verification: Kallaama, Verified; MALIBA-AI Bambara TTS, Unverified.
  • Average latency: Kallaama, 1020 ms; MALIBA-AI Bambara TTS, 200 ms.

Topics

Only Kallaama: speech, asr, senegal, wolof, pulaar.

Only MALIBA-AI Bambara TTS: tts, bambara, mali, spark-tts, speech-synthesis.

Common questions

Which has better uptime, Kallaama or MALIBA-AI Bambara TTS?
They are level at 100% over the last 30 days.
Do Kallaama or MALIBA-AI Bambara TTS need approval before use?
Kallaama is marked "No approval needed" and MALIBA-AI Bambara TTS "Approval required".
Is the documentation for Kallaama and MALIBA-AI Bambara TTS working?
Both show "Docs live" at the last check.
Where are Kallaama and MALIBA-AI Bambara TTS based?
Kallaama is based in Senegal; MALIBA-AI Bambara TTS is based in Mali.

More comparisons

Full details: KallaamaFull details: MALIBA-AI Bambara TTS