Lee, Hung-Yi

18 publications

TMLR 2025 Discrete Audio Tokens: More than a Survey! Pooneh Mousavi, Gallil Maimon, Adel Moumen, Darius Petermann, Jiatong Shi, Haibin Wu, Haici Yang, Anastasia Kuznetsova, Artem Ploujnikov, Ricard Marxer, Bhuvana Ramabhadran, Benjamin Elizalde, Loren Lugosch, Jinyu Li, Cem Subakan, Phil Woodland, Minje Kim, Hung-yi Lee, Shinji Watanabe, Yossi Adi, Mirco Ravanelli

ICLR 2025 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, Huang Kuan-Po, Siddhant Arora, You-Kuan Lin, CHUANG Ming To, Eunjung Yeo, Kalvin Chang, Chung-Ming Chien, Kwanghee Choi, Cheng-Hsiu Hsieh, Yi-Cheng Lin, Chee-En Yu, I-Hsiang Chiu, Heitor Guimarães, Jionghao Han, Tzu-Quan Lin, Tzu-Yuan Lin, Homu Chang, Ting-Wu Chang, Chun Wei Chen, Shou-Jen Chen, Yu-Hua Chen, Hsi-Chun Cheng, Kunal Dhawan, Jia-Lin Fang, Shi-Xin Fang, Kuan Yu Fang Chiang, Chi An Fu, Hsien-Fu Hsiao, Ching Yu Hsu, Shao-Syuan Huang, Lee Chen Wei, Hsi-Che Lin, Hsuan-Hao Lin, Hsuan-Ting Lin, Jian-Ren Lin, Ting-Chun Liu, Li-Chun Lu, Tsung-Min Pai, Ankita Pasad, Shih-Yun Shan Kuan, Suwon Shon, Yuxun Tang, Yun-Shao Tsai, Wei Jui Chiang, Tzu-Chieh Wei, Chengxi Wu, Dien-Ruei Wu, Chao-Han Huck Yang, Chieh-Chi Yang, Jia Qi Yip, Shao-Xiang Yuan, Haibin Wu, Karen Livescu, David Harwath, Shinji Watanabe, Hung-yi Lee

ICML 2025 Generative Audio Language Modeling with Continuous-Valued Tokens and Masked Next-Token Prediction Shu-Wen Yang, Byeonggeun Kim, Kuan-Po Huang, Qingming Tang, Huy Phan, Bo-Ru Lu, Harshavardhan Sundar, Shalini Ghosh, Hung-Yi Lee, Chieh-Chi Kao, Chao Wang

ICML 2025 IMPACT: Iterative Mask-Based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling Kuan-Po Huang, Shu-Wen Yang, Huy Phan, Bo-Ru Lu, Byeonggeun Kim, Sashank Macha, Qingming Tang, Shalini Ghosh, Hung-Yi Lee, Chieh-Chi Kao, Chao Wang

NeurIPS 2025 Mitigating Forgetting in LLM Fine-Tuning via Low-Perplexity Token Learning Chao-Chung Wu, Zhi Rui Tam, Chieh-Yen Lin, Yun-Nung Chen, Shao-Hua Sun, Hung-yi Lee

TMLR 2025 On the Landscape of Spoken Language Models: A Comprehensive Survey Siddhant Arora, Kai-Wei Chang, Chung-Ming Chien, Yifan Peng, Haibin Wu, Yossi Adi, Emmanuel Dupoux, Hung-yi Lee, Karen Livescu, Shinji Watanabe

NeurIPSW 2024 Decoding Biases: An Analysis of Automated Methods and Metrics for Gender Bias Detection in Language Models Shachi H. Kumar, Saurav Sahay, Sahisnu Mazumder, Eda Okur, Ramesh Manuvinakurike, Nicole Marie Beckage, Hsuan Su, Hung-yi Lee, Lama Nachman

NeurIPS 2024 Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration Yun-Yen Chuang, Hung-Min Hsu, Kevin Lin, Chen-Sheng Gu, Ling Zhen Li, Ray-I Chang, Hung-yi Lee

NeurIPS 2024 REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR Liang-Hsuan Tseng, En-Pei Hu, Cheng-Han Chiang, Yuan Tseng, Hung-yi Lee, Lin-shan Lee, Shao-Hua Sun

NeurIPS 2024 StreamBench: Towards Benchmarking Continuous Improvement of Language Agents Cheng-Kuang Wu, Zhi Rui Tam, Chieh-Yen Lin, Yun-Nung Chen, Hung-yi Lee

ICML 2023 Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs Guan-Ting Liu, En-Pei Hu, Pu-Jen Cheng, Hung-Yi Lee, Shao-Hua Sun

AAAI 2022 On the Transferability of Pre-Trained Language Models: A Study from Artificial Datasets David Cheng-Han Chiang, Hung-Yi Lee

AAAI 2021 Multi-Modal User Intent Classification Under the Scenario of Smart Factory (Student Abstract) Yu-Ching Chiu, Bo-Hao Chang, Tzu-Yu Chen, Cheng-Fu Yang, Nanyi Bi, Richard Tzong-Han Tsai, Hung-yi Lee, Jane Yung-jen Hsu

ICLR 2020 LAMOL: LAnguage MOdeling for Lifelong Language Learning Fan-Keng Sun, Cheng-Hao Ho, Hung-Yi Lee

AAAI 2020 Order-Free Learning Alleviating Exposure Bias in Multi-Label Classification Che-Ping Tsai, Hung-yi Lee

NeurIPS 2020 TaylorGAN: Neighbor-Augmented Policy Update Towards Sample-Efficient Natural Language Generation Chun-Hsing Lin, Siang-Ruei Wu, Hung-yi Lee, Yun-Nung Chen

ICMLW 2020 Understanding Self-Attention of Self-Supervised Audio Transformers Shu-wen Yang, Andy T. Liu, Hung-yi Lee

MLJ 2019 Temporal Pattern Attention for Multivariate Time Series Forecasting Shun-Yao Shih, Fan-Keng Sun, Hung-Yi Lee