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Author

Han-Yu Zhao

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Book Open access Oct 2026

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...

Han-Yu Zhao, Kun-Ning Shen, Hui-Ning Li · 0 citations
#artificial intelligence Preprint Sep 2026

LifeFuse-Mem: Lifecycle-Aware State Fusion Against Temporary Overwriting for Long-Term Memory

The study of a lifecycle-labeled memory setting in which write episodes provide lifecycle metadata during training, and phase-aware readout is used during evaluation suggests that explicit lifecycle signals can help diagnose and mitigate overwrite in compact online memory.

Han-Yu Zhao, Yu-Qian Feng, Zhen-Yu Song et al. · 0 citations

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