Mozilla Common Voice funded Project: Piloting Alternative Language Data Licenses

Community-centered licensing for African language datasets

Completed · started 2025

Overview

This Mozilla Common Voice-supported project explored alternative language data licensing models that better reflect the realities of community ownership, consent and fair benefit sharing for African language data. It focused on practical pathways to make language data more ethically open while preserving community rights and accountability.

Project logic

  1. Aim

    Pilot alternative licensing that balances openness with community rights for language datasets.

  2. Context

    Standard open licenses often fail to capture community-level consent and benefit-sharing needs in low-resource language contexts.

  3. Tasks

    Engage communities, draft model licenses, run pilot datasets and document guidance for researchers and partners.

  4. Success

    Published guidance and piloted datasets demonstrating workable licensing approaches sensitive to community governance.

Focus areas

  • Data Governance
  • Language Data
  • Open Data Licensing
  • Community Consent

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