Fuxiang Tao — accepted AI-conference papers

2025

Early Dementia Detection Using Multiple Spontaneous Speech Prompts: The PROCESS Challenge

Fuxiang Tao, Bahman Mirheidari, Madhurananda Pahar, Sophie Young, Yao Xiao, Hend Elghazaly +9

ICASSP 2025accepted

Dementia is associated with various cognitive impairments and typically manifests only after significant progression, making intervention at this stage often ineffective. To address this issue, the Prediction and Recognition of Cognitive Decline through Spontaneous Speech (PROCESS) Signal Processing…

Cited by 24 Source ↗Scholar ↗

2023

Multi-Local Attention for Speech-Based Depression Detection

Fuxiang Tao, Xuri Ge, Wei Ma, Anna Esposito, Alessandro Vinciarelli

ICASSP 2023accepted

This article shows that an attention mechanism, the Multi-Local Attention, can improve a depression detection approach based on Long Short-Term Memory Networks. Besides leading to higher performance metrics (e.g., Accuracy and F1 Score), Multi-Local Attention improves two other aspects of the approa…

Cited by 0 Source ↗Scholar ↗