Global birdsong embeddings enable superior transfer learning for bioacoustic classification
Automated bioacoustic analysis aids understanding and protection of both marine and
terrestrial animals and their habitats across extensive spatiotemporal scales, and typically …
terrestrial animals and their habitats across extensive spatiotemporal scales, and typically …
Feature embeddings from large-scale acoustic bird classifiers enable few-shot transfer learning
Automated bioacoustic analysis aids understanding and protection of both marine and
terrestrial animals and their habitats across extensive spatiotemporal scales, and typically …
terrestrial animals and their habitats across extensive spatiotemporal scales, and typically …
Effective ecological monitoring using passive acoustic sensors: Recommendations for conservation practitioners
Passive acoustic recorders have emerged as powerful tools for ecological monitoring.
However, effective monitoring is not simply an act of recording sounds. To have meaning for …
However, effective monitoring is not simply an act of recording sounds. To have meaning for …
Evaluating the potential of bioacoustics in avian migration research by citizen science and weather radar observations
N Weisshaupt, J Saari, J Koistinen - PLoS One, 2024 - journals.plos.org
The study of nocturnal bird migration brings observational challenges because of reduced
visibility and observability of birds at night. Remote sensing tools, especially radars, have …
visibility and observability of birds at night. Remote sensing tools, especially radars, have …
Windy events detection in big bioacoustics datasets using a pre-trained Convolutional Neural Network
Abstract Passive Acoustic Monitoring (PAM), which involves using autonomous record units
for studying wildlife behaviour and distribution, often requires handling big acoustic datasets …
for studying wildlife behaviour and distribution, often requires handling big acoustic datasets …
AviEar: An IoT-based Low Power Solution for Acoustic Monitoring of Avian Species
R Verma, S Kumar - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Birds play a pivotal role in maintaining global biodiversity by serving as vital agents in the
key ecosystem functions, such as seed dispersal, insect regulation, and pollination …
key ecosystem functions, such as seed dispersal, insect regulation, and pollination …
[HTML][HTML] Reshaping Bioacoustics Event Detection: Leveraging Few-Shot Learning (FSL) with Transductive Inference and Data Augmentation
Bioacoustic event detection is a demanding endeavor involving recognizing and classifying
the sounds animals make in their natural habitats. Traditional supervised learning requires a …
the sounds animals make in their natural habitats. Traditional supervised learning requires a …
Same data, different results? Evaluating machine learning approaches for individual identification in animal vocalisations
Automated acoustic analysis is increasingly used in animal communication studies, and
determining caller identity is a key element for many investigations. However, variability in …
determining caller identity is a key element for many investigations. However, variability in …
Developing Cultivation Systems and Better Management Practices for Caribbean Tropical Seaweeds in US Waters
LM Roberson, GS Grebe, IB Arzeno-Soltero… - … Development: Focus on …, 2024 - Springer
At the time of writing, the Caribbean's small countries and island nations were experiencing
a loss of resources resulting from climate change, nutrient pollution, ocean acidification …
a loss of resources resulting from climate change, nutrient pollution, ocean acidification …