[HTML][HTML] Machine learning in acoustics: Theory and applications

MJ Bianco, P Gerstoft, J Traer, E Ozanich… - The Journal of the …, 2019 - pubs.aip.org
Acoustic data provide scientific and engineering insights in fields ranging from biology and
communications to ocean and Earth science. We survey the recent advances and …

[PDF][PDF] A review of current marine mammal detection and classification algorithms for use in automated passive acoustic monitoring

M Bittle, A Duncan - Proceedings of Acoustics, 2013 - acoustics.asn.au
The detection and classification of marine mammal vocalisations is an important component
in noise mitigation strategies and in the tracking of animals for research purposes. These …

Classification of Risso's and Pacific white-sided dolphins using spectral properties of echolocation clicks

MS Soldevilla, EE Henderson, GS Campbell… - The Journal of the …, 2008 - pubs.aip.org
The spectral and temporal properties of echolocation clicks and the use of clicks for species
classification are investigated for five species of free-ranging dolphins found offshore of …

A tool for real-time acoustic species identification of delphinid whistles

JN Oswald, S Rankin, J Barlow… - The Journal of the …, 2007 - pubs.aip.org
The ability to identify delphinid vocalizations to species in real-time would be an asset
during shipboard surveys. An automated system, Real-time Odontocete Call Classification …

Comparison of manual and automated methods for identifying target sounds in audio recordings of Pileated, Pale‐billed, and putative Ivory‐billed woodpeckers

KA Swiston, DJ Mennill - Journal of Field Ornithology, 2009 - Wiley Online Library
Although offering many benefits over manual recording and survey techniques for avian field
studies, automated sound recording systems produce large datasets that must be carefully …

Classification of echolocation clicks from odontocetes in the Southern California Bight

MA Roch, H Klinck, S Baumann-Pickering… - The Journal of the …, 2011 - pubs.aip.org
This study presents a system for classifying echolocation clicks of six species of odontocetes
in the Southern California Bight: Visually confirmed bottlenose dolphins, short-and long …

Review of automatic detection and classification techniques for cetacean vocalization

AM Usman, OO Ogundile, DJJ Versfeld - Ieee Access, 2020 - ieeexplore.ieee.org
Cetaceans have elicited the attention of researchers in recent decades due to their
importance to the ecosystem and their economic values. They use sound for communication …

A researcher's guide to the comparative assessment of vocal production learning

EZ Lattenkamp, SG Hörpel… - … Transactions of the …, 2021 - royalsocietypublishing.org
Vocal production learning (VPL) is the capacity to learn to produce new vocalizations, which
is a rare ability in the animal kingdom and thus far has only been identified in a handful of …

Automated detection and localization of bowhead whale sounds in the presence of seismic airgun surveys

AM Thode, KH Kim, SB Blackwell, CR Greene… - The Journal of the …, 2012 - pubs.aip.org
An automated procedure has been developed for detecting and localizing frequency-
modulated bowhead whale sounds in the presence of seismic airgun surveys. The …

[HTML][HTML] Hidden Markov and Gaussian mixture models for automatic call classification

JC Brown, P Smaragdis - The Journal of the Acoustical Society of …, 2009 - pubs.aip.org
Automatic methods of classification of animal sounds offer many advantages including
speed and consistency in processing massive quantities of data. Calculations have been …