| 2025 | ASRU | USAD: Universal Speech and Audio Representation via Distillation. | Heng-Jui Chang, Saurabhchand Bhati, James R. Glass, Alexander H. Liu |
| 2025 | Interspeech | DC-Spin: A Speaker-invariant Speech Tokenizer for Spoken Language Models. | Heng-Jui Chang, Hongyu Gong, Changhan Wang, James R. Glass, Yu-An Chung |
| 2024 | ICASSP | COLLD: Contrastive Layer-to-Layer Distillation for Compressing Multilingual Pre-Trained Speech Encoders. | Heng-Jui Chang, Ning Dong, Ruslan Mavlyutov, Sravya Popuri, Yu-An Chung |
| 2024 | ICASSP | SpeechCLIP+: Self-Supervised Multi-Task Representation Learning for Speech Via Clip and Speech-Image Data. | Hsuan-Fu Wang, Yi-Jen Shih, Heng-Jui Chang, Layne Berry, Puyuan Peng, Hung-Yi Lee, Hsin-Min Wang, David Harwath |
| 2024 | NAACL | R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces. | Heng-Jui Chang, James R. Glass |
| 2023 | ICASSP | M-SpeechCLIP: Leveraging Large-Scale, Pre-Trained Models for Multilingual Speech to Image Retrieval. | Layne Berry, Yi-Jen Shih, Hsuan-Fu Wang, Heng-Jui Chang, Hung-Yi Lee, David Harwath |
| 2023 | Interspeech | Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering. | Heng-Jui Chang, Alexander H. Liu, James R. Glass |
| 2022 | ACL | SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. | Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-Wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee |
| 2022 | ICASSP | Distilhubert: Speech Representation Learning by Layer-Wise Distillation of Hidden-Unit Bert. | Heng-Jui Chang, Shu-Wen Yang, Hung-yi Lee |
| 2021 | ASRU | Non-Autoregressive Mandarin-English Code-Switching Speech Recognition. | Shun-Po Chuang, Heng-Jui Chang, Sung-Feng Huang, Hung-yi Lee |
| 2021 | Interspeech | Towards Lifelong Learning of End-to-End ASR. | Heng-Jui Chang, Hung-yi Lee, Lin-Shan Lee |