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papersSEP 12 04:00 UTC

RAMamba-Net: Reliability-Aware Mamba Network for Auditory Attention Detection

A newly posted arXiv preprint introduces RAMamba-Net, a multimodal fusion architecture that combines reliability-aware processing with Mamba state-space layers to determine which speaker a listener is focusing on. The approach targets auditory attention decoding from physiological signals such as EEG, a task relevant to neuro-steered hearing aids and natural human-machine interaction. The paper is a fresh preprint and has not yet undergone peer review.

research/eeg/mamba/multimodal