Applying Artificial Intelligence Methods to Detect and Classify Fish Calls from the Northern Gulf of Mexico

Data augmentation for the classification of North Atlantic right whales upcalls

(2021) Bruno Padovese et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Data augmentation approaches for improving animal audio classification

(2020) Loris Nanni et al.   Ecological Informatics

Year-round passive acoustic data reveal spatio-temporal patterns in marine mammal community composition in the Weddell Sea, Antarctica

(2020) I Van Opzeeland et al.   MARINE ECOLOGY PROGRESS SERIES

Automatic detection, classification, and quantification of sciaenid fish calls in an estuarine soundscape in the Southeast United States

(2019) Agnieszka Monczak et al.   PLoS One

Large-Scale Whale-Call Classification by Transfer Learning on Multi-Scale Waveforms and Time-Frequency Features

(2019) Lilun Zhang et al.   Applied Sciences-Basel

Passive acoustic monitoring off Vancouver Island reveals extensive use by at-risk Resident killer whale (Orcinus orca) populations

(2019) A Riera et al.   Endangered Species Research

Habitat use of a coastal delphinid population investigated using passive acoustic monitoring

(2019) Kaitlin J. Palmer et al.   AQUATIC CONSERVATION-MARINE AND FRESHWATER ECOSYSTEMS

Machine learning in acoustics: Theory and applications

(2019) Michael J. Bianco et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Visual features based automated identification of fish species using deep convolutional neural networks

(2019) Hafiz Tayyab Rauf et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Potential for grouper acoustic competition and partitioning at a multispecies spawning site off Little Cayman, Cayman Islands

(2019) KC Wilson et al.   MARINE ECOLOGY PROGRESS SERIES

Freshwater ecoacoustics as a tool for continuous ecosystem monitoring

(2018) Simon Linke et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Automatic fish sounds classification

(2018) Marielle Malfante et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Comparison of passive acoustic soniferous fish monitoring with supervised and unsupervised approaches

(2018) Tzu-Hao Lin et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Bat detective—Deep learning tools for bat acoustic signal detection

(2018) Oisin Mac Aodha et al.   PLoS Computational Biology

Automatic detection and classification of marmoset vocalizations using deep and recurrent neural networks

(2018) Ya-Jie Zhang et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Automatic classification of grouper species by their sounds using deep neural networks

(2018) Ali K. Ibrahim et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Recent Advances in Convolutional Neural Network Acceleration

(2018) Qianru Zhang et al.   NEUROCOMPUTING

Automatic detection of fish sounds based on multi-stage classification including logistic regression via adaptive feature weighting

(2018) Ryosuke Harakawa et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Oyster toadfish (Opsanus tau) boatwhistle call detection and patterns within a large-scale oyster restoration site

(2017) Shannon W. Ricci et al.   PLoS One

A passive acoustic survey of fish sound production at Riley’s Hump within Tortugas South Ecological Reserve; implications regarding spawning and habitat use

(2016) James V. Locascio et al.   FISHERY BULLETIN

Passive acoustic monitoring reveals group ranging and territory use: a case study of wild chimpanzees (Pan troglodytes)

(2016) Ammie K. Kalan et al.   Frontiers in Zoology

Underwater soundscapes in near-shore tropical habitats and the effects of environmental degradation and habitat restoration

(2016) Jack Butler et al.   JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY

Gulf of Mexico low-frequency ocean soundscape impacted by airguns

(2016) Sean M. Wiggins et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Towards the Automatic Classification of Avian Flight Calls for Bioacoustic Monitoring

(2016) Justin Salamon et al.   PLoS One

Seasonal marine mammal occurrence detected from passive acoustic monitoring in Scott Inlet, Nunavut, Canada

(2016) Marianne Marcoux et al.   POLAR BIOLOGY

Automatic Taxonomic Classification of Fish Based on Their Acoustic Signals

(2016) Juan Noda et al.   Applied Sciences-Basel

Widespread spatial and temporal extent of anthropogenic noise across the northeastern Gulf of Mexico shelf ecosystem

(2016) BJ Estabrook et al.   Endangered Species Research

Temporal patterns in the soundscape of the shallow waters of a Mediterranean marine protected area

(2016) Giuseppa Buscaino et al.   Scientific Reports

Variability in the performance of the spectrogram correlation detector for North-east Pacific blue whale calls

(2015) Ana Širović   BIOACOUSTICS-THE INTERNATIONAL JOURNAL OF ANIMAL SOUND AND ITS RECORDING

Call recognition and individual identification of fish vocalizations based on automatic speech recognition: An example with the Lusitanian toadfish

(2015) Manuel Vieira et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Variation in harbour porpoise activity in response to seismic survey noise

(2014) E. Pirotta et al.   Biology Letters

Temporal and spatial mapping of red grouperEpinephelus moriosound production

(2014) C. C. Wall et al.   JOURNAL OF FISH BIOLOGY

Habitat quality affects sound production and likely distance of detection on coral reefs

(2014) JJB Piercy et al.   MARINE ECOLOGY PROGRESS SERIES

Acoustic behaviors in Hawaiian coral reef fish communities

(2014) TC Tricas et al.   MARINE ECOLOGY PROGRESS SERIES

Long-term passive acoustic monitoring revealed seasonal and diel patterns of cetacean presence in the Istanbul Strait

(2013) Ayhan Dede et al.   JOURNAL OF THE MARINE BIOLOGICAL ASSOCIATION OF THE UNITED KINGDOM

Steady inter and intra-annual decrease in the vocalization frequency of Antarctic blue whales

(2012) Alexander N. Gavrilov et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Acoustic monitoring in terrestrial environments using microphone arrays: applications, technological considerations and prospectus

(2011) Daniel T. Blumstein et al.   JOURNAL OF APPLIED ECOLOGY

A generalized baleen whale call detection and classification system

(2011) Mark F. Baumgartner et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Shelf-scale mapping of sound production by fishes in the eastern Gulf of Mexico, using autonomous glider technology

(2011) CC Wall et al.   MARINE ECOLOGY PROGRESS SERIES

TRITON software package: Analyzing large passive acoustic monitoring data sets using MATLAB.

(2010) Sean M. Wiggins et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

A noisy spring: the impact of globally rising underwater sound levels on fish

(2010) Hans Slabbekoorn et al.   TRENDS IN ECOLOGY & EVOLUTION

Rockfish sounds and their potential use for population monitoring in the Southern California Bight

(2009) A. Sirovic et al.   ICES JOURNAL OF MARINE SCIENCE

Using soundscape recordings to estimate bird species abundance, richness, and composition

(2009) Antonio Celis-Murillo et al.   JOURNAL OF FIELD ORNITHOLOGY

Increasing the accuracy of neural network classification using refined training data

(2008) Taskin Kavzoglu   ENVIRONMENTAL MODELLING & SOFTWARE

An ecological acoustic recorder (EAR) for long-term monitoring of biological and anthropogenic sounds on coral reefs and other marine habitats

(2008) Marc O. Lammers et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Passive Acoustics as a Tool in Fisheries Science

(2008) Joseph J. Luczkovich et al.   TRANSACTIONS OF THE AMERICAN FISHERIES SOCIETY

Use of Passive Acoustics for Assessing Behavioral Interactions in Individual Toadfish

(2008) Michael L. Fine et al.   TRANSACTIONS OF THE AMERICAN FISHERIES SOCIETY

Use of Passive Acoustics to Determine Red Drum Spawning in Georgia Waters

(2008) Susan K. Lowerre-Barbieri et al.   TRANSACTIONS OF THE AMERICAN FISHERIES SOCIETY