Why Alzheimer's Speech Screening Fails to Generalize: Bridging the Deployment Gap via Cross-Corpus Evidence Anchoring
This work highlights the need to audit feature transferability and report worst-case domain robustness in cognitive speech screening by proposing a fusion method that integrates XLM-R text baseline scores with evidence anchors selected during training.
Zi-Jian Lu, Si-Zhe Liu, Yin Zhang et al.
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