An audit of over twenty African NLP corpus families documents license incompatibilities, hidden restrictions, and data persistence failures via a six-tier matrix applied to three languages.
Waxal: A large-scale multilingual african language speech corpus
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Fine-tuned edge ASR models reduce WER by 26.9 points over zero-shot baselines on 19 African languages while being substantially smaller and release supporting artifacts.
AfriVox-v2 is a benchmark that evaluates modern speech models on in-the-wild African audio with domain-specific tests for sectors including government, finance, health, and agriculture.
citing papers explorer
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Open but Incompatible: A License Compatibility Analysis of Corpora for Low-Resource African Languages
An audit of over twenty African NLP corpus families documents license incompatibilities, hidden restrictions, and data persistence failures via a six-tier matrix applied to three languages.
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WAXAL-NET: Finetuned Edge ASR Across 19 African Languages
Fine-tuned edge ASR models reduce WER by 26.9 points over zero-shot baselines on 19 African languages while being substantially smaller and release supporting artifacts.
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AfriVox-v2: A Domain-Verticalized Benchmark for In-the-Wild African Speech Recognition
AfriVox-v2 is a benchmark that evaluates modern speech models on in-the-wild African audio with domain-specific tests for sectors including government, finance, health, and agriculture.