Identification of Elephant Rumbles in Seismic Infrasonic Signals Using Spectrogram-Based Machine Learning

Identification of Elephant Rumbles in Seismic Infrasonic Signals Using Spectrogram-Based Machine Learning

This paper presents several machine learning methods and highlights the most effective one for detecting elephant rumbles in infrasonic seismic signals. The design and implementation of electronic circuitry to amplify, filter, and digitize the seismic signals captured through geophones are presented...

Full description

Saved in:
Bibliographic Details
Main Authors: Janitha Vidunath, Chamath Shamal, Ravindu Hiroshan, Udani Gamlath, Chamira U. S. Edussooriya, Sudath R. Munasinghe
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Applied System Innovation
Subjects:
infrasonic elephant rumbles
spectrogram
mel-frequency cepstral coefficients
Hjorth parameters
geophone
seismic waves
Online Access:https://www.mdpi.com/2571-5577/7/6/117
Tags: Add Tag
No Tags, Be the first to tag this record!
Be the first to leave a comment!
You must be logged in first

Similar Items