← Search

Mashrura Tasnim

2 accepted papers

2024

A Machine-Learning Model for Detecting Depression, Anxiety, and Stress from Speech

ICASSP 2024accepted

Predicting mental health conditions from speech has been widely explored in recent years. Most studies rely on a single sample from each subject to detect indicators of a particular disorder. These studies ignore two important facts: certain mental disorders tend to co-exist, and their severity tend…

Cited by 0SourceScholar
2023

Exploring Language-Agnostic Speech Representations Using Domain Knowledge for Detecting Alzheimer's Dementia

ICASSP 2023accepted

We explore ways to use speech data to screen for indications of Alzheimer’s dementia (AD). In particular, we describe our approach to the ICASSP 2023 Signal Processing Grand Challenge, which involves extrapolating from models learned from English speech samples, to Greek speech samples, to determine…

Cited by 0SourceScholar