Perception Is the Bottleneck for Large Audio Reasoning Models

@article{ziyang2026,
  title = {Perception Is the Bottleneck for Large Audio Reasoning Models},
  author = {Ma, Ziyang and Xu, Ruiyang and Tu, Wenming and Xing, Zhenghao and Wang, Yuxuan and Chu, Yunfei and Xu, Jin and Yu, Kai and Lin, Junyang and Chng, Eng Siong and Chen, Xie},
  journal = {Findings of the Association for Computational Linguistics: EMNLP 2026},
  year = {2026},
  month = {Jan},
}

Ma, Ziyang et al. (2026). Perception Is the Bottleneck for Large Audio Reasoning Models. Findings of the Association for Computational Linguistics: EMNLP 2026.

Ma, Ziyang, et al.. "Perception Is the Bottleneck for Large Audio Reasoning Models." Findings of the Association for Computational Linguistics: EMNLP 2026, 2026.

Ma, Ziyang, et al.. "Perception Is the Bottleneck for Large Audio Reasoning Models." Findings of the Association for Computational Linguistics: EMNLP 2026 (2026).

Ma, Ziyang et al., 2026. Perception Is the Bottleneck for Large Audio Reasoning Models. Findings of the Association for Computational Linguistics: EMNLP 2026.

TY  - JOUR
TI  - Perception Is the Bottleneck for Large Audio Reasoning Models
AU  - Ma, Ziyang
AU  - Xu, Ruiyang
AU  - Tu, Wenming
AU  - Xing, Zhenghao
AU  - Wang, Yuxuan
AU  - Chu, Yunfei
AU  - Xu, Jin
AU  - Yu, Kai
AU  - Lin, Junyang
AU  - Chng, Eng Siong
AU  - Chen, Xie
PY  - 2026
JO  - Findings of the Association for Computational Linguistics: EMNLP 2026
ER  -