Jonathan Heitz — accepted AI-conference papers

2025

Linguistic Features Extracted by GPT-4 Improve Alzheimer’s Disease Detection based on Spontaneous Speech

Jonathan Heitz, Gerold Schneider, Nicolas Langer

COLING 2025main

Alzheimer’s Disease (AD) is a significant and growing public health concern. Investigating alterations in speech and language patterns offers a promising path towards cost-effective and non-invasive early detection of AD on a large scale. Large language models (LLMs), such as GPT, have enabled power…

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2024

The Influence of Automatic Speech Recognition on Linguistic Features and Automatic Alzheimer’s Disease Detection from Spontaneous Speech

Jonathan Heitz, Gerold Schneider, Nicolas Langer

COLING 2024main

Alzheimer’s disease (AD) represents a major problem for society and a heavy burden for those affected. The study of changes in speech offers a potential means for large-scale AD screening that is non-invasive and inexpensive. Automatic Speech Recognition (ASR) is necessary for a fully automated syst…

Cited by 5 Source ↗PDF ↗code ↗Scholar ↗