| 2025 | ASRU | Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding. | Tzu-Wen Hsu, Ke-Han Lu, Cheng-Han Chiang, Hung-Yi Lee |
| 2025 | ICASSP | SpeechCaps: Advancing Instruction-Based Universal Speech Models with Multi-Talker Speaking Style Captioning. | Chien-Yu Huang, Min-Han Shih, Ke-Han Lu, Chi-Yuan Hsiao, Hung-Yi Lee |
| 2025 | ICASSP | Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data. | Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, Chao-Han Huck Yang, Jagadeesh Balam, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-Yi Lee |
| 2025 | ICLR | Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks. | Chien-yu Huang, Wei-Chih Chen, Shu-Wen Yang, Andy T. Liu, Chen-An Li, Yu-Xiang Lin, Wei-Cheng Tseng, Anuj Diwan, Yi-Jen Shih, Jiatong Shi, William Chen, Chih-Kai Yang, Xuanjun Chen, Chi-Yuan Hsiao, Puyuan Peng, Shih-Heng Wang, Chun-Yi Kuan, Ke-Han Lu, Kai-Wei Chang, Fabian Alejandro Ritter Gutierrez, et al. |
| 2025 | Interspeech | Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models. | Chi-Yuan Hsiao, Ke-Han Lu, Kai-Wei Chang, Chih-Kai Yang, Wei-Chih Chen, Hung-yi Lee |
| 2025 | Interspeech | Speech-IFEval: Evaluating Instruction-Following and Quantifying Catastrophic Forgetting in Speech-Aware Language Models. | Ke-Han Lu, Chun-Yi Kuan, Hung-yi Lee |
| 2024 | ICASSP | Dynamic-Superb: Towards a Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark For Speech. | Chien-Yu Huang, Ke-Han Lu, Shih-Heng Wang, Chi-Yuan Hsiao, Chun-Yi Kuan, Haibin Wu, Siddhant Arora, Kai-Wei Chang, Jiatong Shi, Yifan Peng, Roshan S. Sharma, Shinji Watanabe, Bhiksha Ramakrishnan, Shady Shehata, Hung-Yi Lee |
| 2024 | ICASSP | Investigating Zero-Shot Generalizability on Mandarin-English Code-Switched ASR And Speech-to-Text Translation of Recent Foundation Models with Self-Supervision and Weak Supervision. | Chih-Kai Yang, Kuan-Po Huang, Ke-Han Lu, Chun-Yi Kuan, Chi-Yuan Hsiao, Hung-Yi Lee |
| 2024 | Interspeech | DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment. | Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, He Huang, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-yi Lee |
| 2024 | Interspeech | HypR: A comprehensive study for ASR hypothesis revising with a reference corpus. | Yiwei Wang, Ke-Han Lu, Kuan-Yu Chen |