General Framework for Self-Supervised Model Priming for Parameter-Efficient Fine-tuning. - Shih-Cheng Huang; Shih-Heng Wang; Min-Han Shih; Saurav Sahay; Hung-yi Lee (CoRR, 2022)

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 003; Roshan S. Sharma; Shinji Watanabe 001; et al. (ICASSP, 2024)

ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets. - Jiatong Shi; Shih-Heng Wang; William Chen; Martijn Bartelds; Vanya Bannihatti Kumar; Jinchuan Tian; Xuankai Chang; Dan Jurafsky; Karen Livescu; Hung-yi Lee; Shinji Watanabe 001 (INTERSPEECH, 2024)

Systematic Analysis for Pretrained Language Model Priming for Parameter-Efficient Fine-tuning. - Shih-Cheng Huang; Shih-Heng Wang; Min-Han Shih; Saurav Sahay; Hung-yi Lee (NAACL (Student Research Workshop), 2024)

Fusion Of Discrete Representations and Self-Augmented Representations for Multilingual Automatic Speech Recognition. - Shih-Heng Wang; Jiatong Shi; Chien-Yu Huang; Shinji Watanabe 001; Hung-Yi Lee (SLT, 2024)

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; Xuanjun Chen; et al. (CoRR, 2024)

How to Learn a New Language? An Efficient Solution for Self-Supervised Learning Models Unseen Languages Adaption in Low-Resource Scenario. - Shih-Heng Wang; Zih-Ching Chen; Jiatong Shi; Ming-To Chuang; Guan-Ting Lin; Kuan-Po Huang; David Harwath; Shang-Wen Li 001; Hung-yi Lee (CoRR, 2024)

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; et al. (ICLR, 2025)