Mostafa Shahin — accepted AI-conference papers

2025

Multi-Class Dementia Detection Using Acoustic Features - ICASSP-2025 PROCESS Challenge

M. Abdullah Zafar, Xiangyu Zhang, Mostafa Shahin, Beena Ahmed

ICASSP 2025accepted

This paper describes our best-performing submission for the ICASSP-2025 Signal Processing Grand Challenge PROCESS, focused on the classification of speech into 3 groups - Healthy, Mild Cognitive Impairment (MCI), and Dementia - using three speech tasks in English. Our approach was aligned with the a…

Cited by 0 Source ↗Scholar ↗

2025

Rethinking Mamba in Speech Processing by Self-Supervised Models

Xiangyu Zhang, Jianbo Ma, Mostafa Shahin, Beena Ahmed, Julien Epps

ICASSP 2025accepted

The Mamba-based model has demonstrated outstanding performance across tasks in computer vision, natural language processing, and speech processing. However, in the realm of speech processing, the Mamba-based model’s performance varies across different tasks. For instance, in tasks such as speech enh…

Cited by 0 Source ↗Scholar ↗