@article{shi2026distillingllmsemanticpriors, title={Distilling LLM Semantic Priors into Encoder-Only Multi-Talker ASR with Talker-Count Routing}, author={Hao Shi and Yusuke Fujita and Roman Koshkin and Mengjie Zhao and Yuan Gao and Lianbo Liu and Yui Sudo}, year={2026}, journal={arXiv preprint arXiv:2603.10587}, url={https://arxiv.org/abs/2603.10587}, }