@article{marssepmultimodalalignedreinforcedsounds, title = {MARS-Sep: Multimodal-Aligned Reinforced Sound Separation}, author = {Zihan Zhang and Xize Cheng and Zhennan Jiang and Dongjie Fu and Jingyuan Chen and Zhou Zhao and Tao Jin}, year = {2025}, eprint = {2510.10509}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.10509}, }