Nigerian Fulfulde Evaluation of Audio AI Models
Nigerian Fulfulde Evaluation of Audio AI Models
By
Gooey.AI
, CLEAR Global and the Gates Foundation • 30 Aug 2026 • Gooey.AI/language
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5
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15
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0.1
0.2
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0.5
0.6
0.7
0.8
0.9
1.0
Accuracy
Latency
Lower is better
More accurate
Gemini 3.1 Pro — Accuracy 0.49, Latency 18.61
Gemini 3.1 Pro
Gemini 3.1 Pro + Omni — Accuracy 0.57, Latency 24.93
Gemini 3.1 Pro + Omni
Gemini 3.1 Pro + Intron — Accuracy 0.39, Latency 25.96
Gemini 3.1 Pro + Intron
GPT 5.6 Sol + Omni — Accuracy 0.42, Latency 16.45
GPT 5.6 Sol + Omni
GPT 5.6 Sol + Intron — Accuracy 0.22, Latency 21.34
GPT 5.6 Sol + Intron
Claude Sonnet 5 + Omni — Accuracy 0.23, Latency 15.34
Claude Sonnet 5 + Omni
Fastest
Claude Sonnet 5 + Intron — Accuracy 0.09, Latency 17.5
Claude Sonnet 5 + Intron
Kimi K3 + Omni — Accuracy 0.27, Latency 29.06
Kimi K3 + Omni
Kimi K3 + Intron — Accuracy 0.13, Latency 36.23
Kimi K3 + Intron
DeepSeek V4 + Omni — Accuracy 0.43, Latency 32.54
DeepSeek V4 + Omni
DeepSeek V4 + Intron — Accuracy 0.14, Latency 32.97
DeepSeek V4 + Intron
Gemini 3.7 Flash + Omni — Accuracy 0.59, Latency 15.46
Gemini 3.7 Flash + Omni
Most Accurate
Gemini 3.7 Flash + Intron — Accuracy 0.44, Latency 21.69
Gemini 3.7 Flash + Intron
Gemini 3.1 Pro — Accuracy 0.49, Latency 18.61
0
Gemini 3.1 Pro + Omni — Accuracy 0.57, Latency 24.93
1
Gemini 3.1 Pro + Intron — Accuracy 0.39, Latency 25.96
2
GPT 5.6 Sol + Omni — Accuracy 0.42, Latency 16.45
3
GPT 5.6 Sol + Intron — Accuracy 0.22, Latency 21.34
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Claude Sonnet 5 + Omni — Accuracy 0.23, Latency 15.34
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Claude Sonnet 5 + Intron — Accuracy 0.09, Latency 17.5
6
Kimi K3 + Omni — Accuracy 0.27, Latency 29.06
7
Kimi K3 + Intron — Accuracy 0.13, Latency 36.23
8
DeepSeek V4 + Omni — Accuracy 0.43, Latency 32.54
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DeepSeek V4 + Intron — Accuracy 0.14, Latency 32.97
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Gemini 3.7 Flash + Omni — Accuracy 0.59, Latency 15.46
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Gemini 3.7 Flash + Intron — Accuracy 0.44, Latency 21.69
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