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cs.SD2025
DISPATCH: Distilling Selective Patches for Speech Enhancement
Dohwan Kim, Jung-Woo Choi
In speech enhancement, knowledge distillation (KD) compresses models by transferring a high-capacity teacher's knowledge to a compact student. However, conventional KD methods trai…
cs.SD2025
Can Large Audio Language Models Understand Audio Well? Speech, Scene and Events Understanding Benchmark for LALMs
Han Yin, Jung-Woo Choi
Recently, Large Audio Language Models (LALMs) have progressed rapidly, demonstrating their strong efficacy in universal audio understanding through cross-modal integration. To eval…