Presents the C3GD dataset of over 8000 field-collected gunshot sounds from 28 firearms in 16 calibers with rich metadata for caliber classification and related audio tasks.
Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings,
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Systematic benchmark of feature extraction techniques and parameters for gunshot audio classification shows up to 20% top-1 accuracy gain from technique choice and 4.7% from parameter tuning on a 23k-recording dataset.
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Descriptor: Certus Caliber Classification Gunshot Dataset (C3GD)
Presents the C3GD dataset of over 8000 field-collected gunshot sounds from 28 firearms in 16 calibers with rich metadata for caliber classification and related audio tasks.
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Exploring Feature Extraction Technique Parameters for Acoustic Gunshot Classification
Systematic benchmark of feature extraction techniques and parameters for gunshot audio classification shows up to 20% top-1 accuracy gain from technique choice and 4.7% from parameter tuning on a 23k-recording dataset.