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陆生哺乳动物声音数据处理分析软件进展与展望

HUANG Yongqiao ZHANG Chengyun ZHANG Zixin HAO Zezhou

兽类学报2025,Vol.45Issue(6):784-796,13.
兽类学报2025,Vol.45Issue(6):784-796,13.DOI:10.16829/j.slxb.151036

陆生哺乳动物声音数据处理分析软件进展与展望

Advancements and prospects of software for processing and analyzing terrestrial mammal sound data

HUANG Yongqiao 1ZHANG Chengyun 1ZHANG Zixin 1HAO Zezhou2

作者信息

  • 1. School of Electronic and Communication Engineering,Guangzhou University,Guangzhou 510006,China
  • 2. Research Institute of Tropical Forestry,Chinese Academy of Forestry,Guangzhou 510520,China
  • 折叠

摘要

Abstract

Terrestrial mammal vocalization data processing and analysis software is an essential tool for ecological re-searchers,enabling automated and efficient handling and analysis of bioacoustic recordings.These tools are vital for delving into the intricate details of animal vocalizations and providing foundational support for ecoacoustic and animal vocalization studies.The rapid advancement of passive acoustic monitoring technology and artificial intelligence has led to a significant increase in the number and variety of vocalization analysis software.Recent developments have seen sub-stantial progress in noise reduction,acoustic indices,data annotation,species identification,and feature extraction.These softwares play a crucial role in archiving bioacoustic data,ensuring the preservation and accessibility of valuable ecological information for long-term monitoring and research purposes.This paper systematically reviews relevant liter-ature and open-source software platforms,outlining the workflow for processing and analyzing terrestrial mammal vocal-ization data.It aims to discuss the current state of vocalization analysis software and its applications in bioacoustic re-search,and provides an outlook on the future development and localization of AI-assisted bioacoustic software to en-hance analysis efficiency and broaden its applicability.

关键词

被动声学监测/计算机软件/人工智能/物种识别/声场景分类/声学指数

Key words

Passive acoustic monitoring/Computer software/Artificial intelligence/Species recognition/Soundscape classification/Acoustic indices

分类

信息技术与安全科学

引用本文复制引用

HUANG Yongqiao,ZHANG Chengyun,ZHANG Zixin,HAO Zezhou..陆生哺乳动物声音数据处理分析软件进展与展望[J].兽类学报,2025,45(6):784-796,13.

基金项目

国家自然科学基金(32171520) (32171520)

兽类学报

OA北大核心

1000-1050

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