A survey on deep learning based forest environment sound classification at the edge
Forest ecosystems are of paramount importance to the sustainable existence of life on earth.
Unique natural and artificial phenomena pose severe threats to the perseverance of such …
Unique natural and artificial phenomena pose severe threats to the perseverance of such …
A review of automated bioacoustics and general acoustics classification research
Automated bioacoustics classification has received increasing attention from the research
community in recent years due its cross-disciplinary nature and its diverse application …
community in recent years due its cross-disciplinary nature and its diverse application …
A novel deep transfer learning models for recognition of birds sounds in different environment
Automatic detection of calling bird species is advantageous for monitoring the environment
on a broad scale, both temporally and spatially. Numerous investigations have been …
on a broad scale, both temporally and spatially. Numerous investigations have been …
Comparative analysis of audio classification with MFCC and STFT features using machine learning techniques
In the era of automated and digitalized information, advanced computer applications deal
with a major part of the data that comprises audio-related information. Advancements in …
with a major part of the data that comprises audio-related information. Advancements in …
Machine learning algorithms accurately identify free-living marine nematode species
SB de Jesus, D Vieira, P Gheller, BP Cunha, F Gallucci… - PeerJ, 2023 - peerj.com
Background Identifying species, particularly small metazoans, remains a daunting challenge
and the phylum Nematoda is no exception. Typically, nematode species are differentiated …
and the phylum Nematoda is no exception. Typically, nematode species are differentiated …
Environmental sound classification algorithm based on region joint signal analysis feature and boosting ensemble learning
W Jin, X Wang, Y Zhan - Electronics, 2022 - mdpi.com
Environmental sound classification is an important branch of acoustic signal processing. In
this work, a set of sound classification features based on audio signal perception and …
this work, a set of sound classification features based on audio signal perception and …
Applications of machine learning to identify and characterize the sounds produced by fish
VR Barroso, FC Xavier… - ICES Journal of Marine …, 2023 - academic.oup.com
Aquatic ecosystems are constantly changing due to anthropic stressors, which can lead to
biodiversity loss. Ocean sound is considered an essential ocean variable, with the potential …
biodiversity loss. Ocean sound is considered an essential ocean variable, with the potential …
MosquitoSong+: A noise-robust deep learning model for mosquito classification from wingbeat sounds
In order to assess risk of mosquito-vector borne disease and to effectively target and monitor
vector control efforts, accurate information about mosquito vector population densities is …
vector control efforts, accurate information about mosquito vector population densities is …
[HTML][HTML] Integrated swarm intelligence and IoT for early and accurate remote voice-based pathology detection and water sound quality estimation
In smart city design, artificial intelligence, health optimization, and the Internet of medical
things are crucial in developing machine learning-based medical data analytics. The two …
things are crucial in developing machine learning-based medical data analytics. The two …
[HTML][HTML] A hierarchical birdsong feature extraction architecture combining static and dynamic modeling
Y Wang, A Chen, H Li, G Zhou, J Yi, Z Zhang - Ecological Indicators, 2023 - Elsevier
To conserve bird biodiversity and monitor the distribution of species in the region, it is of
tremendous necessity to identify birds by their songs and explore the rich ecological …
tremendous necessity to identify birds by their songs and explore the rich ecological …