Author

Yingpeng Li

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Preprint Aug 2026

DAVE: A Decoupled Audio-Visual Enhancement Framework for Real-World Speech Separation

DAVE is presented, a decoupled audio-visual enhancement framework for real-world speech separation that applies scene routing, GAN-based denoising, and loudness normalization only within the no-reference partition, guaranteeing non-degradation of reference-based metrics.

Wei Zhou, Wan-Yi Ning, Yi Guo et al. · 0 citations