IEEE

A Survey of Audio Classification Using Deep Learning

Abstract: Deep learning can be used for audio signal classification in a variety of ways. It can be used to detect and classify various types of audio signals such as speech, music, and environmental ...
Nature

Infant Cry Classification Using Deep Learning Techniques

Infant cry classification represents a pivotal advancement in neonatal healthcare, offering objective measures to interpret the varied signals expressed by newborns. Recent developments in deep ...
The New York Times

Deep Beneath Helsinki, the Playgrounds Are Really Bomb Shelters

Finland has spent decades digging caves into its bedrock. Now, as Russia rears its head, nervous Finns want to know: “Where’s my shelter?” Credit... Supported by By Sally McGrane Visuals by Vesa ...
C&EN

Deep Learning-Based Shape Classification for Hyperspectral-Imaged Microplastics

Article subjects are automatically applied from the ACS Subject Taxonomy and describe the scientific concepts and themes of the article. Figure 1 illustrates the overall workflow of the hyperspectral ...
IEEE

A Closer Look at Class-Incremental Learning for Multi-Label Audio Classification

Abstract: The main challenge in class-incremental learning (CIL) using deep learning models is catastrophic forgetting, which refers to the significant drop in performance on the previous tasks when ...