Enhancing smart home environments: a novel pattern recognition approach to ambient acoustic event detection and localization

Enhancing smart home environments: a novel pattern recognition approach to ambient acoustic event detection and localization

IntroductionAmbient acoustic detection and localization play a vital role in identifying events and their origins from acoustic data. This study aimed to establish a comprehensive framework for classifying activities in home environments to detect emergency events and transmit emergency signals. Loc...

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Bibliographic Details
Main Authors: Ahsan Shabbir, Abdul Haleem Butt, Taha Khan, Lorenzo Chiari, Ahmad Almadhor, Vincent Karovic
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Big Data
Subjects:
ambient acoustic analysis
sound event detection
autonomous monitoring
machine learning
deep learning
ESPRIT
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2024.1419562/full
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