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eess.SP2026
Leakage-Audited Benchmarking Reveals Limited Evidence for Cross-Subject Auditory-Evoked EEG Vowel Perception Decoding
Xiaoyang Li, Zeyan Tao
We tested whether auditory-evoked EEG supports subject-independent five-vowel perception decoding when trial identity, model identity, prediction provenance, and participant-level…
eess.SP2025
CLEP-GAN: An Innovative Approach to Subject-Independent ECG Reconstruction from PPG Signals
Xiaoyan Li, Shixin Xu, Faisal Habib +3
This study addresses the challenge of reconstructing unseen ECG signals from PPG signals, a critical task for non-invasive cardiac monitoring. While numerous public ECG-PPG dataset…