@article{samaudiojudgeaunifiedmultimodalframework, title = {SAM Audio Judge: A Unified Multimodal Framework for Perceptual Evaluation of Audio Separation}, author = {Helin Wang and Bowen Shi and Andros Tjandra and John Hoffman and Yi-Chiao Wu and Apoorv Vyas and Najim Dehak and Ann Lee and Wei-Ning Hsu}, year = {2026}, eprint = {2601.19702}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.19702}, }