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cs.LG2026
FastAV: Efficient Token Pruning for Audio-Visual Large Language Model Inference
Chaeyoung Jung, Youngjoon Jang, Seungwoo Lee +1
In this work, we present FastAV, the first token pruning framework tailored for audio-visual large language models (AV-LLMs). While token pruning has been actively explored in stan…
cs.SD2026
UNMIXX: Untangling Highly Correlated Singing Voices Mixtures
Jihoo Jung, Ji-Hoon Kim, Doyeop Kwak +3
We introduce UNMIXX, a novel framework for multiple singing voices separation (MSVS). While related to speech separation, MSVS faces unique challenges: data scarcity and the highly…