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Thousands of African birds are missing from sound libraries. A massive grassroots effort hopes to change that

August 29, 2026 at 08:25 PM

Thousands of African bird species remain missing from the sound libraries that train AI-powered research and conservation tools. Now, the Cornell Lab of Ornithology and BirdLife South Africa are leading an ambitious continent-wide grassroots effort to fill in the gaps. Alexandra Owens reports.

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