Binaural Acoustic Scene Classification Using Wavelet Scattering, Parallel Ensemble Classifiers and Nonlinear Fusion

Binaural Acoustic Scene Classification Using Wavelet Scattering, Parallel Ensemble Classifiers and Nonlinear Fusion

The analysis of ambient sounds can be very useful when developing sound base intelligent systems. Acoustic scene classification (ASC) is defined as identifying the area of a recorded sound or clip among some predefined scenes. ASC has huge potential to be used in urban sound event classification sys...

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Bibliographic Details
Main Authors: Vahid Hajihashemi, Abdorreza Alavi Gharahbagh, Pedro Miguel Cruz, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Sensors
Subjects:
urban sounds classification
stereo signal
sound base intelligent system
machine learning
genetic algorithm
Online Access:https://www.mdpi.com/1424-8220/22/4/1535

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