Scientific Research Publishing

Multimodal Digital Phenotyping for Bipolar Disorder: Robust Mood-State Classification and Early Relapse Risk Monitoring ()

Bipolar Disorder, Digital Phenotyping, Multimodal Learning, Face/Voice/Phone, Mood Classification, Relapse Prediction, T-SNE, Ablation Share and Cite: de Filippis, R. and Al Foysal, A. (2025) ...
Frontiers

Listening to stars: audio-inspired multimodal learning for star classification

Spectroscopic analysis is essential in modern astronomy, as spectra encode a wealth of physical information through their characteristic features, such as absorption and emission lines. These spectral ...
IEEE

Audio-Visual Emotion Classification Using Reinforcement Learning-Enhanced Particle Swarm Optimisation

Abstract: The extraction of fine-grained spatial-temporal characteristics for emotion classification is a challenging task owing to the subtlety and ambiguity of emotional expressions through video ...
Frontiers

Sustainable deep vision systems for date fruit quality assessment using attention-enhanced deep learning models

Introduction: Accurate and automated fruit classification plays a vital role in modern agriculture but remains challenging due to the wide variability in fruit appearances. Methods: In this study, we ...
TWCN Tech News

Convert videos and audio files using PowerShell in Windows 11

Well, PowerShell itself doesn’t come with a feature to allow you to convert your files. Instead, you will need to use third-party popular tools like FFmpeg and HandBrakeCLI. A lot will also depend on ...
IEEE

Classification of Audio Signals Based on Deep Learning Methods for Google Net and Alex Net

Abstract: Audio signals have a significant impact on every element of human life. Audio classification systems can be developed to solve the efficiency problems of conventional methods using the ...