SAGE couples a two-stream speech separator with EEG-based soft gating to follow in-trial attention switches, claiming better quality and lower switching latency than four baselines.
Dataset In this study, we use a custom-built dataset for spontaneous auditory attention switching based on electroencephalogram (EEG) signals [24]
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SAGE: Switch-Aware EEG-Guided Soft Gating for Target Speaker Extraction with In-Trial Switching
SAGE couples a two-stream speech separator with EEG-based soft gating to follow in-trial attention switches, claiming better quality and lower switching latency than four baselines.