4 citations · 7 across the 3 of their papers we have counts for
3 papers
Connected Speech-Based Cognitive Assessment in Chinese and English
Saturnino Luz, Sofia De La Fuente Garcia, Fasih Haider +6
We present a novel benchmark dataset and prediction tasks for investigating approaches to assess cognitive function through analysis of connected speech. The dataset consists of sp…
An interpretable speech foundation model for depression detection by revealing prediction-relevant acoustic features from long speech
Qingkun Deng, Saturnino Luz, Sofia de la Fuente Garcia
Speech-based depression detection tools could aid early screening. Here, we propose an interpretable speech foundation model approach to enhance the clinical applicability of such…
Hierarchical attention interpretation: an interpretable speech-level transformer for bi-modal depression detection
Qingkun Deng, Saturnino Luz, Sofia de la Fuente Garcia
Depression is a common mental disorder. Automatic depression detection tools using speech, enabled by machine learning, help early screening of depression. This paper addresses two…