[HTML][HTML] Systematic review of machine learning methods applied to ecoacoustics and soundscape monitoring
DA Nieto-Mora, S Rodríguez-Buritica… - Heliyon, 2023 - cell.com
Soundscape ecology is a promising area that studies landscape patterns based on their
acoustic composition. It focuses on the distribution of biotic and abiotic sounds at different …
acoustic composition. It focuses on the distribution of biotic and abiotic sounds at different …
Using machine learning to decode animal communication
The past few years have seen a surge of interest in using machine learning (ML) methods
for studying the behavior of nonhuman animals (hereafter “animals”). A topic that has …
for studying the behavior of nonhuman animals (hereafter “animals”). A topic that has …
[HTML][HTML] The role of acoustics within the sensory landscape of coral larval settlement
JW Pysanczyn, EA Williams, E Brodrick… - Frontiers in Marine …, 2023 - frontiersin.org
Recruitment of coral larvae on reefs is crucial for individual survival and ecosystem integrity
alike. Coral larvae can detect and respond to a wide range of biotic and abiotic cues …
alike. Coral larvae can detect and respond to a wide range of biotic and abiotic cues …
[HTML][HTML] NeuProNet: neural profiling networks for sound classification
Real-world sound signals exhibit various aspects of grouping and profiling behaviors, such
as being recorded from identical sources, having similar environmental settings, or …
as being recorded from identical sources, having similar environmental settings, or …
Assessment of storm impact on coral reef structural complexity
Extreme weather events are increasing in frequency and magnitude. Consequently, it is
important to understand their effects and remediation. Resilience reflects the ability of an …
important to understand their effects and remediation. Resilience reflects the ability of an …
[HTML][HTML] Acoustic indices respond to specific marine mammal vocalizations and sources of anthropogenic noise
EL Ferguson, HM Clayton, T Sakai - Frontiers in Marine Science, 2023 - frontiersin.org
Using passive acoustic methods for biodiversity conservation and effective ecosystem
monitoring is hindered by laborious, human-mediated processes of accurately identifying …
monitoring is hindered by laborious, human-mediated processes of accurately identifying …
“To be, or not to be”: critical assessment of the use of α-acoustic diversity indices to evaluate the richness and abundance of coastal marine fish sounds
Passive acoustic monitoring can be used to assess the presence of vocal species. Automatic
estimation of such information is critical for allowing diversity monitoring over long-time …
estimation of such information is critical for allowing diversity monitoring over long-time …
Biodiversity assessment using passive acoustic recordings from off-reef location—Unsupervised learning to classify fish vocalization
VP Mahale, K Chanda, B Chakraborty… - The Journal of the …, 2023 - pubs.aip.org
We present the quantitative characterization of Grande Island's off-reef acoustic environment
within the Zuari estuary during the pre-monsoon period. Passive acoustic recordings reveal …
within the Zuari estuary during the pre-monsoon period. Passive acoustic recordings reveal …
[HTML][HTML] Refining ecoacoustic indices in aquatic and terrestrial ecosystems: A comprehensive review and bibliometric analysis
Y Qiu, J Tong, H Fu, S Lyu, MYR Rizky, J Wu, G Wei… - Ecological …, 2024 - Elsevier
In recent years, ecological acoustic assessment based on Passive Acoustic Monitoring
technology has gained widespread attention as a non-invasive method, providing scientific …
technology has gained widespread attention as a non-invasive method, providing scientific …
Leveraging tropical reef, bird and unrelated sounds for superior transfer learning in marine bioacoustics
Machine learning has the potential to revolutionize passive acoustic monitoring (PAM) for
ecological assessments. However, high annotation and compute costs limit the field's …
ecological assessments. However, high annotation and compute costs limit the field's …