Soundscape Analytics: A New Frontier of Knowledge Discovery in Soundscape Data
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Journal
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Article
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Publication Year
2024
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[ private ]
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Abstract
Here, we describe a new evolving research area of focus for soundscape ecology called soundscape analytics. Soundscape analytics follows traditional, as well as state-of-the-art, data and visual analytics that chain together tools and approaches to explore and analyze massive data. The theoretical underpinning of soundscape analytics is anchored in recent advances in machine learning that have been very successful in other applications, such as business, medicine, and psychology. We present and summarize four main components – data processing, data mining, integration and interpretation - of soundscape analytics pipelines that are being used today by soundscape ecologists.
Description
https://doi.org/10.1007/s40823-024-00101-9
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1
