A new method for ecoacoustics? Toward the extraction and evaluation of ecologically-meaningful soundscape components using sparse coding methods

A Eldridge, M Casey, P Moscoso, M Peck - PeerJ, 2016 - peerj.com
Passive acoustic monitoring is emerging as a promising non-invasive proxy for ecological
complexity with potential as a tool for remote assessment and monitoring (Sueur & Farina …

Sound event classification based on frequency-energy feature representation and two-stage data dimension reduction

Y Liu, H Fu, Y Wei, H Zhang - IEEE/ACM Transactions on Audio …, 2023 - ieeexplore.ieee.org
The classification of environmental sound events is of great significance for applications
such as machine hearing and acoustic surveillance. Feature representation and feature …

[PDF][PDF] Toward an improved model of auditory saliency

F Tordini, AS Bregman, JR Cooperstock… - Georgia Institute of …, 2013 - zueit.eletel.p.lodz.pl
While visual saliency models are approaching maturity, their auditory counterparts remain in
their infancy. This is mainly due to the difficulties of gathering basic data, and …

Sparse range-constrained learning and its application for medical image grading

J Cheng - IEEE transactions on medical imaging, 2018 - ieeexplore.ieee.org
Sparse learning has been shown to be effective in solving many real-world problems.
Finding sparse representations is a fundamentally important topic in many fields of science …

Connected Hearing Devices and Audiologists: The User-Centered Development of Digital Service Innovations

M Luengen, C Garrelfs, K Adiloǧlu, M Krueger… - Frontiers in Digital …, 2021 - frontiersin.org
Today, medical technology manufacturers enter the service market through the development
of digital service innovations. In the field of audiology, these developments increasingly shift …

Seismic data denoising under the morphological component analysis framework by dictionary learning

Y Guo, S Guo, K Guo, H Zhou - International Journal of Earth Sciences, 2021 - Springer
Traditional denoising methods based on fixed transforms are not suited for exploiting their
complicated characteristics and attenuating noise due to their lack of adaptability. Recently …

Robust features for environmental sound classification

S Sivasankaran, KMM Prabhu - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
In this paper we describe algorithms to classify environmental sounds with the aim of
providing contextual information to devices such as hearing aids for optimum performance …

Further challenges and the road ahead

J Blauert, D Kolossa, K Obermayer… - The technology of binaural …, 2013 - Springer
Abstract Models of binaural hearing are well established versatile tools for many
technological applications. Traditionally, most of these models are restricted to the …

[PDF][PDF] Sonic shapes: Visualizing vocal expression

M Pietrowicz, K Karahalios - 2013 - researchgate.net
Sound has been an overlooked modality in visualization. Why? Because it is ephemeral. We
experience it as it happens, often in community with others. Then, the sound is gone …

[PDF][PDF] A new direction for Soundscape Ecology? Toward the extraction and evaluation of ecologically-meaningful soundscape objects using sparse coding methods.

AC Eldridge, MA Casey, P Moscoso… - PeerJ Prepr., 2015 - pdfs.semanticscholar.org
Efficient methods of biodiversity assessment and monitoring are central to ecological
research and crucial in conservation management; technological advances in remote …