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 …

Bioacoustic signal denoising: a review

J Xie, JG Colonna, J Zhang - Artificial Intelligence Review, 2021 - Springer
Animal biodiversity has been experiencing rapid decline due to various reasons such as
habitat loss and degradation, invasive species, and environment pollution. Recent advances …

Automated identification of avian vocalizations with deep convolutional neural networks

ZJ Ruff, DB Lesmeister, LS Duchac… - Remote Sensing in …, 2020 - Wiley Online Library
Passive acoustic monitoring is an emerging approach to wildlife monitoring that leverages
recent improvements in automated recording units and other technologies. A central …

Explainable automated anuran sound classification using improved one-dimensional local binary pattern and Tunable Q Wavelet Transform techniques

E Akbal, PD Barua, S Dogan, T Tuncer… - Expert Systems with …, 2023 - Elsevier
Classification of animal species using animal sounds is a critical issue for bioacoustics work.
Especially the determination of anurans (frogs or toads) species can be used as an indicator …

Pattern mining approaches used in sensor-based biometric recognition: a review

J Chaki, N Dey, F Shi, RS Sherratt - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
Sensing technologies place significant interest in the use of biometrics for the recognition
and assessment of individuals. Pattern mining techniques have established a critical step in …

Toward a computational neuroethology of vocal communication: from bioacoustics to neurophysiology, emerging tools and future directions

T Sainburg, TQ Gentner - Frontiers in Behavioral Neuroscience, 2021 - frontiersin.org
Recently developed methods in computational neuroethology have enabled increasingly
detailed and comprehensive quantification of animal movements and behavioral kinematics …

An improved spectral subtraction method for eliminating additive noise in condition monitoring system using fiber Bragg grating sensors

Q Liu, Y Yu, BS Han, W Zhou - Sensors, 2024 - mdpi.com
The additive noise in the condition monitoring system using fiber Bragg grating (FBG)
sensors, including white Gaussian noise and multifrequency interference, has a significantly …

Feature extraction methods in language identification: a survey

D Deshwal, P Sangwan, D Kumar - Wireless Personal Communications, 2019 - Springer
Abstract Language Identification (LI) is one of the widely emerging field in the areas of
speech processing to accurately identify the language from the data base based on some …

Patterns of biophonic periodicity on coral reefs in the Great Barrier Reef

JN McWilliam, RD McCauley, C Erbe, MJG Parsons - Scientific Reports, 2017 - nature.com
The coral reefs surrounding Lizard Island in the Great Barrier Reef have a diverse
soundscape that contains an array of bioacoustic phenomena, notably choruses produced …

Automated call detection for acoustic surveys with structured calls of varying length

Y Wang, J Ye, DL Borchers - Methods in Ecology and Evolution, 2022 - Wiley Online Library
When recorders are used to survey acoustically conspicuous species, identification calls of
the target species in recordings is essential for estimating density and abundance. We …