Kun-Ning Shen

HearFocus: Low-Latency Speech Separation for User-Focused Listening

Interactive audio systems must separate overlapping voices quickly enough to preserve conversational timing. We present HearFocus, a causal time-domain separator built on continuous Resonate-and-Fire (RF) dynamics with causally masked attention. A padding-free encoder, cumulative normalization, and causal sequence proc...