ESC-NAS: Environment Sound Classification Using Hardware-Aware Neural Architecture Search for the Edge

The combination of deep-learning and IoT plays a significant role in modern smart solutions, providing the capability of handling task-specific real-time offline operations with improved accuracy and minimised resource consumption. This study provides a novel hardware-aware neural architecture searc...

Description complète

Détails bibliographiques

Auteurs principaux:	Dakshina Ranmal, Piumini Ranasinghe, Thivindu Paranayapa, Dulani Meedeniya, Charith Perera
Format:	Artigo
Langue:	Inglês
Publié:	MDPI AG 2024-06-01
Collection:	Sensors
Sujets:	deep learning environment sound classification hardware-aware neural architecture search lightweight convolutional neural networks search space
Accès en ligne:	https://www.mdpi.com/1424-8220/24/12/3749
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!