AINeutralarXiv – CS AI · 6h ago6/10
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Exploring Feature Extraction Technique Parameters for Acoustic Gunshot Classification
Researchers present a systematic study of feature extraction techniques for acoustic gunshot detection using 23,000 recordings across 85 firearms, demonstrating that technique selection can improve classification accuracy by up to 20% and parameter optimization by an additional 4.7%. The work addresses gaps in current gunshot detection systems used in civilian safety, military, and conservation applications.