@article{uniseaunifiedframeworkfordecoderonlyauto,
  title = {UniSE: A Unified Framework for Decoder-Only Autoregressive LM-Based Speech Enhancement},
  author = {Haoyin Yan and Chengwei Liu and Shaofei Xue and Xiaotao Liang and Yinghao Liu and Yuxiang Kong and Zheng Xue},
  year = {2025},
  eprint = {2510.20441},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.20441},
}