3 papers
eess.AS2026
Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss
Yayun Liang, Yuanming Zhang, Fei Chen +2
Recent advances in reconstructing speech envelopes from Electroencephalogram (EEG) signals have enabled continuous auditory attention decoding (AAD) in multi-speaker environments.…
eess.AS2025
Auditory Attention Decoding from Ear-EEG Signals: A Dataset with Dynamic Attention Switching and Rigorous Cross-Validation
Yuanming Zhang, Zeyan Song, Jing Lu +2
Recent promising results in auditory attention decoding (AAD) using scalp electroencephalography (EEG) have motivated the exploration of cEEGrid, a flexible and portable ear-EEG sy…
cs.SD2025
Multi-class Decoding of Attended Speaker Direction Using Electroencephalogram and Audio Spatial Spectrum
Yuanming Zhang, Jing Lu, Fei Chen +3
Decoding the directional focus of an attended speaker from listeners' electroencephalogram (EEG) signals is essential for developing brain-computer interfaces to improve the qualit…