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Online Continual Learning in Acoustic Scene Classification: An Empirical Study

Numerous deep learning methods for acoustic scene classification (ASC) have been proposed to improve the classification accuracy of sound events. However, only a few studies have focused on continual learning (CL) wherein a model continually learns to solve issues with task changes. Therefore, in th...

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Detalles Bibliográficos
Autores principales: Ha, Donghee, Kim, Mooseop, Jeong, Chi Yoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422258/
https://www.ncbi.nlm.nih.gov/pubmed/37571676
http://dx.doi.org/10.3390/s23156893