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The proliferation of audio sensors in surveillance, smartphones, and numerous devices has
made gunshots-based event detection and forensic analysis critical for prompt police action …

One of the most discussed issues in forensic firearms identification is the subjectivity of
conclusions. The main part of firearms examiners' work is to make a microscopic comparison …

Exposure to gunshot sounds can cause hearing impairments. Measuring and analyzing
these sounds can improve the design of hearing protectors and can help in enacting safety …

Cartridge cases are commonly collected at crime scenes involving firearms. One of the
stages in forensic examination is the determination of the type and model of firearms based …

Without a principal law in Ukraine on weapons and munitions for them, certain difficulties
arise in law enforcement activities with the qualification of the actions of offenders in the field …

The SS1-V1 is an assault rifle model equipped with a magazine as one of its main
components. The magazine plays a crucial role in storing and loading ammunition …

Analyzing the sound resulting from a gunshot can help identify the type of gun used and can
also lead to a better understanding of the impact of this sound on hearing. Exposure to …

The increase in the number of video and audio evidences from crime scenes gives police
investigators more information about the crime. In some cases, the police get audio …

Role of machine learning in modern society cannot be over-estimated, especially given its
steadily increasing importance in recent years. Various machine learning models are …