@article{audiodoesmatterimportanceawaremultigranu, title = {Audio Does Matter: Importance-Aware Multi-Granularity Fusion for Video Moment Retrieval}, author = {Junan Lin and Daizong Liu and Xianke Chen and Xiaoye Qu and Xun Yang and Jixiang Zhu and Sanyuan Zhang and Jianfeng Dong}, year = {2025}, eprint = {2508.04273}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.04273}, }