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New dataset released for firearm sound analysis

Researchers have introduced the Certus Caliber Classification Gunshot Dataset (C3GD), a new publicly accessible dataset designed for analyzing firearm muzzle blast sounds. The dataset contains over 8,000 field-collected data points from 28 firearms across 16 calibers, featuring detailed metadata on firearms, calibers, cartridges, and microphone placements. This resource aims to improve the accuracy of caliber classification and can also be utilized for gunshot detection and audio signal processing, offering a more diverse and real-world reference than previously available internet-sourced audio. AI

RANK_REASON The cluster describes the release of a new dataset for research purposes, detailed in a paper submitted to arXiv. [lever_c_demoted from research: ic=1 ai=0.4]

Read on arXiv cs.AI →

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COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Ryan Quinn ·

    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…