Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings
Published in arXiv preprint arXiv:2506.20609, 2025
This paper presents methods for classifying firearm types through acoustic analysis of gunshot recordings. We develop a hierarchical classification system that can distinguish between different categories of firearms based on their acoustic signatures. Our analysis reveals distinctive spectral and temporal features that enable reliable firearm identification, with applications in forensic audio analysis and public safety systems.
Recommended citation: @article{shah2025deciphering, title={Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings}, author={Shah, Ankit and Singh, Rita and Raj, Bhiksha and Hauptmann, Alexander}, journal={arXiv preprint arXiv:2506.20609}, year={2025} }
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