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• W3010563117 startingPage "57684" @default.
• W3010563117 abstract "Biodiversity monitoring has become a critical task for governments and ecological research agencies for reducing significant loss of animal species. Existing monitoring methods are time-intensive and techniques such as tagging are also invasive and may adversely affect animals. Bioacoustics based monitoring is becoming an increasingly prominent non-invasive method, involving the passive recording of animal sounds. Bioacoustics analysis can provide deep insights into key environmental integrity issues such as biodiversity, density of individuals and present or absence of species. However, analysing environmental recordings is not a trivial task. In last decade several researchers have tried to apply machine learning methods to automatically extract insights from these recordings. To help current researchers and identify research gaps, this paper aims to summarise and classify these works in the form of a taxonomy of the various bioacoustics applications and analysis approaches. We also present a comprehensive survey of bioacoustics data analysis approaches with an emphasis on bird species identification. The survey first identifies common processing steps to analyse bioacoustics data. As bioacoustics monitoring has grown, so does the volume of raw acoustic data that must be processed. Accordingly, this survey examines how bioacoustics analysis techniques can be scaled to work with big data. We conclude with a review of open challenges in the bioacoustics domain, such as multiple species recognition, call interference and automatic selection of detectors." @default.
• W3010563117 created "2020-03-13" @default.
• W3010563117 creator A5013136179 @default.
• W3010563117 creator A5017661142 @default.
• W3010563117 creator A5024921295 @default.
• W3010563117 creator A5028874636 @default.
• W3010563117 date "2020-01-01" @default.
• W3010563117 modified "2023-10-11" @default.
• W3010563117 title "Bioacoustics Data Analysis – A Taxonomy, Survey and Open Challenges" @default.
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