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October 3, 2025Open Access

A Multiclass Acoustic Dataset and Interactive Tool for Analyzing Drone Signatures in Real-World Environments

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Authors

MWMia Y. WangMLM. C. LinnABAndrew Berg

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Overview

This work presents a unique acoustic dataset and tool for effective drone detection and classification, indicating new research possibilities.

Key Points

  • This acoustic dataset includes recordings from 32 different drone categories, adding variety to drone detection methods.
  • The interactive tool allows users to explore audio and visual data, enhancing understanding of drone acoustic signatures.
  • The study discusses experimental results and user feedback, giving insights into the practical application of the dataset and tool.
  • Future work aims to enhance the dataset and tool, addressing challenges in drone detection and acoustic analysis.

Cite This Study

Wang et al. (2025) studied this question.

synapsesocial.com/papers/68e02f46f0e39f13e7fa2bc5https://doi.org/10.48550/arxiv.2509.04715
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