Automated birdsong recognition in complex acoustic environments: a review
N Priyadarshani, S Marsland… - Journal of Avian Biology, 2018 - Wiley Online Library
Conservationists are increasingly using autonomous acoustic recorders to determine the
presence/absence and the abundance of bird species. Unlike humans, these recorders can …
presence/absence and the abundance of bird species. Unlike humans, these recorders can …
[PDF][PDF] Recommendations for acoustic recognizer performance assessment with application to five common automated signal recognition programs
Automated signal recognition software is increasingly used to extract species detection data
from acoustic recordings collected using autonomous recording units (ARUs), but there is …
from acoustic recordings collected using autonomous recording units (ARUs), but there is …
Bat detective—Deep learning tools for bat acoustic signal detection
O Mac Aodha, R Gibb, KE Barlow… - PLoS computational …, 2018 - journals.plos.org
Passive acoustic sensing has emerged as a powerful tool for quantifying anthropogenic
impacts on biodiversity, especially for echolocating bat species. To better assess bat …
impacts on biodiversity, especially for echolocating bat species. To better assess bat …
The use of automated identification of bat echolocation calls in acoustic monitoring: A cautionary note for a sound analysis
Bats are a species-rich order of mammals providing key ecosystem services. Because bats
are threatened by human action and also serve as important bioindicators, monitoring their …
are threatened by human action and also serve as important bioindicators, monitoring their …
Automated classification of bird and amphibian calls using machine learning: A comparison of methods
We compared the ability of three machine learning algorithms (linear discriminant analysis,
decision tree, and support vector machines) to automate the classification of calls of nine …
decision tree, and support vector machines) to automate the classification of calls of nine …
Assessing biodiversity with sound: Do acoustic diversity indices reflect phylogenetic and functional diversities of bird communities?
Measuring biodiversity is a challenging task for research in taxonomy, ecology and
conservation. Biodiversity is commonly measured using metrics related to species richness …
conservation. Biodiversity is commonly measured using metrics related to species richness …
A comparison of supervised learning techniques in the classification of bat echolocation calls
DW Armitage, HK Ober - Ecological Informatics, 2010 - Elsevier
Today's acoustic monitoring devices are capable of recording and storing tremendous
amounts of data. Until recently, the classification of animal vocalizations from field …
amounts of data. Until recently, the classification of animal vocalizations from field …
[PDF][PDF] Bioacoustics approaches in biodiversity inventories
Acoustic emissions of animals serve communicative purposes and most often contain
species-specific and individual information exploitable to listeners, rendering bioacoustics …
species-specific and individual information exploitable to listeners, rendering bioacoustics …
Marine mammal species classification using convolutional neural networks and a novel acoustic representation
Research into automated systems for detecting and classifying marine mammals in acoustic
recordings is expanding internationally due to the necessity to analyze large collections of …
recordings is expanding internationally due to the necessity to analyze large collections of …
Indicator bats program: a system for the global acoustic monitoring of bats
Bats are an important component of mammalian biodiversity and fill such a wide array of
ecological niches that they may offer an important multisensory bioindicator role in …
ecological niches that they may offer an important multisensory bioindicator role in …