Разработка системы распознавания голосов птиц для мониторинга биоразнообразия фауны Беларуси

This paper explores the application of artificial intelligence (AI) of automated bird vocalisation recognition for the purpose of continuous monitoring of avian species in Belarus. It presents a novel system comprising a large, annotated dataset of Belarusian bird sounds, a convolutional neural network model trained for multi-label species identification, and a publicly available software platform. The AI-driven approach of the system enables efficient analysis of large audio datasets and real-time species identification. This research demonstrates the feasibility of using AI to overcome challenges in biodiversity monitoring and lays the groundwork for future advancements in automated wildlife conservation.

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Publication Details

Journal
Репозиторий БГУИР (BSUIR Repository)
Published
2025-01-01
Primary Topic
Animal Vocal Communication and Behavior
Type
article
Field-Weighted Citation Impact
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article

Разработка системы распознавания голосов птиц для мониторинга биоразнообразия фауны Беларуси

Репозиторий БГУИР (BSUIR Repository)
Animal Vocal Communication and Behavior
article

Разработка системы распознавания голосов птиц для мониторинга биоразнообразия фауны Беларуси

article en

Abstract

This paper explores the application of artificial intelligence (AI) of automated bird vocalisation recognition for the purpose of continuous monitoring of avian species in Belarus. It presents a novel system comprising a large, annotated dataset of Belarusian bird sounds, a convolutional neural network model trained for multi-label species identification, and a publicly available software platform. The AI-driven approach of the system enables efficient analysis of large audio datasets and real-time species identification. This research demonstrates the feasibility of using AI to overcome challenges in biodiversity monitoring and lays the groundwork for future advancements in automated wildlife conservation.

Репозиторий БГУИР (BSUIR Repository)
United Institute of Informatics Problems (BY), Belarusian State University of Informatics and Radioelectronics (BY)
Life in Land
Openalex Percentile: Top 44%
Animal Vocal Communication and Behavior
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