Author

You-Jin Li

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Preprint Oct 2026

Audiovisual joint learning for end-to-end hearing aids

Speech understanding in noise remains challenging for hearing-aid users, particularly in the presence of competing speakers. Conventional hearing aids typically perform speech enhancement (SE) and hearing-loss compensation in separate stages, which may cause enhancement errors and signal distortions to carry over to th...

You-Jin Li, Yu Tsao, B. Su et al. · 0 citations

#artificial intelligence Preprint Aug 2026

Cleaner Speech, Weaker Generalization: Revisiting Pitt-Derived Benchmarks for Alzheimer's Disease Detection

The role of speech preprocessing and dataset curation across widely used benchmarks for speech-based AD detection is revisited, suggesting that ``cleaner''speech datasets are not necessarily more reliable for real-world AD detection.

Lu Sun, Shreeram Suresh Chandra, Lin Zhang et al. · 0 citations