43 citations · 51 across the 6 of their papers we have counts for
6 papers
Early Dementia Detection Using Multiple Spontaneous Speech Prompts: The PROCESS Challenge
Fuxiang Tao, Bahman Mirheidari, Madhurananda Pahar +12
Dementia is associated with various cognitive impairments and typically manifests only after significant progression, making intervention at this stage often ineffective. To addres…
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…
Wizard of Oz Experimentation for Language Technology Applications: Challenges and Tools
Stephan Schlögl, Gavin Doherty, Saturnino Luz
Wizard of OZ (WOZ) is a well-established method for simulating the functionality and user experience of future systems. Using a human wizard to mimic certain operations of a potent…
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…
Causally Linking Health Application Data and Personal Information Management Tools
Saturnino Luz, Masood Masoodian
The proliferation of consumer health devices such as smart watches, sleep monitors, smart scales, etc, in many countries, has not only led to growing interest in health monitoring,…
Multilingual Alzheimer's Dementia Recognition through Spontaneous Speech: a Signal Processing Grand Challenge
Saturnino Luz, Fasih Haider, Davida Fromm +3
This Signal Processing Grand Challenge (SPGC) targets a difficult automatic prediction problem of societal and medical relevance, namely, the detection of Alzheimer's Dementia (AD)…