Author

Wanyi Ning

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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

M-LoRA: Efficient Serving for Concurrent LoRA Adapters with Memory-Aware Speculative Scheduler on Single GPU

M-LoRA is proposed, a memory-aware multi-LoRA serving system that reduces queuing delay and improves throughput through efficient request scheduling guided by fine-grained memory modeling.

Shaolong Li, Xiang Yang, Qi Qi et al. · 0 citations