Workflow and convolutional neural network for automated identification of animal sounds

Deep neural networks for automated detection of marine mammal species

(2020) Yu Shiu et al.   Scientific Reports

Passive acoustic monitoring effectively detects Northern Spotted Owls and Barred Owls over a range of forest conditions

(2020) Leila S Duchac et al.   CONDOR

Multispecies bioacoustic classification using transfer learning of deep convolutional neural networks with pseudo-labeling

(2020) Ming Zhong et al.   APPLIED ACOUSTICS

A pipeline for identification of bird and frog species in tropical soundscape recordings using a convolutional neural network

(2020) Jack LeBien et al.   Ecological Informatics

Deploying Acoustic Detection Algorithms on Low-Cost, Open-Source Acoustic Sensors for Environmental Monitoring

(2019) Peter Prince et al.   SENSORS

Three-dimensional partitioning of resources by congeneric forest predators with recent sympatry

(2019) Julianna M. A. Jenkins et al.   Scientific Reports

Anticoagulant rodenticides in Strix owls indicate widespread exposure in west coast forests

(2019) J. David Wiens et al.   BIOLOGICAL CONSERVATION

Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning

(2018) Mohammad Sadegh Norouzzadeh et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

AudioMoth: Evaluation of a smart open acoustic device for monitoring biodiversity and the environment

(2018) Andrew P. Hill et al.   Methods in Ecology and Evolution

Automatic acoustic detection of birds through deep learning: The first Bird Audio Detection challenge

(2018) Dan Stowell et al.   Methods in Ecology and Evolution

Identifying animal species in camera trap images using deep learning and citizen science

(2018) Marco Willi et al.   Methods in Ecology and Evolution

Machine learning to classify animal species in camera trap images: Applications in ecology

(2018) Michael A. Tabak et al.   Methods in Ecology and Evolution

Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification

(2017) Justin Salamon et al.   IEEE SIGNAL PROCESSING LETTERS

A computer vision for animal ecology

(2017) Ben G. Weinstein   JOURNAL OF ANIMAL ECOLOGY

Recommendations for acoustic recognizer performance assessment with application to five common automated signal recognition programs

(2017) Elly C. Knight et al.   Avian Conservation and Ecology

Comparison of semiautomated bird song recognition with manual detection of recorded bird song samples

(2017) Lisa A. Venier et al.   Avian Conservation and Ecology

The effects of habitat, climate, and Barred Owls on long-term demography of Northern Spotted Owls

(2016) Katie M. Dugger et al.   CONDOR

Towards the Automatic Classification of Avian Flight Calls for Bioacoustic Monitoring

(2016) Justin Salamon et al.   PLoS One

Bioacoustics for species management: two case studies with a Hawaiian forest bird

(2015) Esther Sebastián-González et al.   Ecology and Evolution

A Quantitative Description of the Vocalizations and Vocal Activity of the Barred Owl

(2010) Karan J. Odom et al.   CONDOR