A Multimodal Fusion Framework for Early Detection of Cognitive Impairment in Chinese Speakers Using Pinyin Sequences and Acoustic Features
This study demonstrates the feasibility and effectiveness of integrating Pinyin sequences and acoustic features for non-invasive Alzheimer's detection in Chinese. These findings providing a practical tool for early screening and paves the way for larger-scale studies and potential clinical application.
Authors
- Zhixing Zhou (ORCID: https://orcid.org/0000-0002-6199-004X)
- Quan Chen (ORCID: https://orcid.org/0000-0001-5570-2462)
- Yiming Li (ORCID: https://orcid.org/0000-0002-7586-4845)
- Huanhuan Xia
- Liangwei Tao
Institutions
- University of Shanghai for Science and Technology (CN)
- Shanghai University of Medicine and Health Sciences (CN)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2025-12-01
- DOI
- https://doi.org/10.1002/alz70856_100110
- Primary Topic
- Speech Recognition and Synthesis
- Type
- article
- Field-Weighted Citation Impact
- 0.00