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Paper · arXiv

Descriptor: Certus Caliber Classification Gunshot Dataset (C3GD)

In this work, we introduce the Certus Caliber Classification Gunshot Dataset (C3GD), a publicly accessible data set developed for the analysis of firearm muzzle blast sounds. The dataset aims to provide a wide variety of firearms, calibers, cartridges, microphones, and microphone locations with metadata detailed beyond what is currently otherwise available. It comprises more than 8000 field-collected data points from 28 firearms across 16 calibers. Because data collection in the field is costly, much of the existing research has been done using gunshot audio collected from the internet, which increases the risk of low-quality data and label noise. This dataset is primarily focused on cali...

AuthorsSinclair Gurny, Ryan Quinn
Primary categorycs.SD
Published16 June 2026
Last updated at source16 June 2026
cs.SDcs.AI
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