Andy T. Liu - RankMe

42 papers A* 2A 5Misc 4Journal 27Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FlowPortrait: Reinforcement Learning for Audio-Driven Portrait Video Generation. CoRR Weiting Tan, Andy T. Liu, Ming Tu, Xinghua Qu, Philipp Koehn, Lu Lu
2025	A*	`conf`	Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks. ICLR 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	Misc	`conf`	Enhancing Multilingual ASR for Unseen Languages via Language Embedding Modeling. ICASSP Shao-Syuan Huang, Kuan-Po Huang, Andy T. Liu, Hung-yi Lee
2025	A*	`conf`	MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues. AAAI Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler
2025	J	`jnl`	Process-Supervised Reinforcement Learning for Interactive Multimodal Tool-Use Agents. CoRR Weiting Tan, Xinghua Qu, Ming Tu, Meng Ge, Andy T. Liu, Philipp Koehn, Lu Lu
2025	—	`conf`	Representation Learning of Structured Data for Medical Foundation Models. UniReps Vijay Prakash Dwivedi, Viktor Schlegel, Andy T. Liu, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Jeng Wei, Wei-Hsian Yin, Stefan Winkler, Robby T. Tan
2025	—	`conf`	uMedSum: A Unified Framework for Clinical Abstractive Summarization. ACL (1) Aishik Nagar, Yutong Liu, Andy T. Liu, Viktor Schlegel, Vijay Prakash Dwivedi, Arun-Kumar Kaliya-Perumal, Guna Pratheep Kalanchiam, Yili Tang, Robby T. Tan
2024	J	`jnl`	A Large-Scale Evaluation of Speech Foundation Models. CoRR Shu-Wen Yang, Heng-Jui Chang, Zili Huang, Andy T. Liu, Cheng-I Lai, Haibin Wu, Jiatong Shi, Xuankai Chang, Hsiang-Sheng Tsai, Wen-Chin Huang, Tzu-hsun Feng, Po-Han Chi, Yist Y. Lin, Yung-Sung Chuang, Tzu-Hsien Huang, Wei-Cheng Tseng, Kushal Lakhotia, Shang-wen Li, Abdelrahman Mohamed, Shinji Watanabe, Hung-yi Lee
2024	J	`jnl`	A Large-Scale Evaluation of Speech Foundation Models. IEEE ACM Trans. Audio Speech Lang. Process. Shu-Wen Yang, Heng-Jui Chang, Zili Huang, Andy T. Liu, Cheng-I Lai, Haibin Wu, Jiatong Shi, Xuankai Chang, Hsiang-Sheng Tsai, Wen-Chin Huang, Tzu-hsun Feng, Po-Han Chi, Yist Y. Lin, Yung-Sung Chuang, Tzu-Hsien Huang, Wei-Cheng Tseng, Kushal Lakhotia, Shang-wen Li, Abdelrahman Mohamed, Shinji Watanabe, Hung-yi Lee
2024	J	`jnl`	Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks. CoRR 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, Chi-Yuan Hsiao, Puyuan Peng, Shih-Heng Wang, Chun-Yi Kuan, Ke-Han Lu, Kai-Wei Chang, Chih-Kai Yang, Fabian Ritter Gutierrez, Ming To Chuang, Kuan-Po Huang, Siddhant Arora, You-Kuan Lin, Eunjung Yeo, Kalvin Chang, Chung-Ming Chien, Kwanghee Choi, Cheng-Hsiu Hsieh, Yi-Cheng Lin, Chee-En Yu, I-Hsiang Chiu, Heitor R. 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, Jui-Chiang Wei, Tzu-Chieh Wei, Chengxi Wu, Dien-Ruei Wu, Chao-Han Huck Yang, Chieh-Chi Yang, Jia Qi Yip, Shao-Xiang Yuan, Vahid Noroozi, Zhehuai Chen, Haibin Wu, Karen Livescu, David Harwath, Shinji Watanabe, Hung-yi Lee
2024	—	`conf`	Efficient Training of Self-Supervised Speech Foundation Models on a Compute Budget. SLT Andy T. Liu, Yi-Cheng Lin, Haibin Wu, Stefan Winkler, Hung-yi Lee
2024	J	`jnl`	Efficient Training of Self-Supervised Speech Foundation Models on a Compute Budget. CoRR Andy T. Liu, Yi-Cheng Lin, Haibin Wu, Stefan Winkler, Hung-yi Lee
2024	J	`jnl`	Enhancing Multilingual ASR for Unseen Languages via Language Embedding Modeling. CoRR Shao-Syuan Huang, Kuan-Po Huang, Andy T. Liu, Hung-yi Lee
2024	J	`jnl`	MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues. CoRR Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler
2024	A	`conf`	On the social bias of speech self-supervised models. INTERSPEECH Yi-Cheng Lin, Tzu-Quan Lin, Hsi-Che Lin, Andy T. Liu, Hung-yi Lee
2024	J	`jnl`	On the social bias of speech self-supervised models. CoRR Yi-Cheng Lin, Tzu-Quan Lin, Hsi-Che Lin, Andy T. Liu, Hung-yi Lee
2024	J	`jnl`	Representation Learning of Structured Data for Medical Foundation Models. CoRR Vijay Prakash Dwivedi, Viktor Schlegel, Andy T. Liu, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Jeng Wei, Wei-Hsian Yin, Stefan Winkler, Robby T. Tan
2024	J	`jnl`	uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization. CoRR Aishik Nagar, Yutong Liu, Andy T. Liu, Viktor Schlegel, Vijay Prakash Dwivedi, Arun-Kumar Kaliya-Perumal, Guna Pratheep Kalanchiam, Yili Tang, Robby T. Tan
2023	J	`jnl`	Parallel Synthesis for Autoregressive Speech Generation. IEEE ACM Trans. Audio Speech Lang. Process. Po-Chun Hsu, Da-Rong Liu, Andy T. Liu, Hung-yi Lee
2022	Misc	`conf`	Don't Speak Too Fast: The Impact of Data Bias on Self-Supervised Speech Models. ICASSP Yen Meng, Yi-Hui Chou, Andy T. Liu, Hung-yi Lee
2022	J	`jnl`	Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning. IEEE ACM Trans. Audio Speech Lang. Process. Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-yi Lee
2022	J	`jnl`	Parallel Synthesis for Autoregressive Speech Generation. CoRR Po-Chun Hsu, Da-Rong Liu, Andy T. Liu, Hung-yi Lee
2022	J	`jnl`	QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition. CoRR Andy T. Liu, Wei Xiao, Henghui Zhu, Dejiao Zhang, Shang-wen Li, Andrew O. Arnold
2022	—	`conf`	SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. ACL (1) 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	J	`jnl`	SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. CoRR Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-Wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Jeff Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
2021	Misc	`conf`	Adversarial Defense for Automatic Speaker Verification by Cascaded Self-Supervised Learning Models. ICASSP Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-yi Lee
2021	J	`jnl`	Adversarial defense for automatic speaker verification by cascaded self-supervised learning models. CoRR Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-yi Lee
2021	J	`jnl`	Don't speak too fast: The impact of data bias on self-supervised speech models. CoRR Yen Meng, Yi-Hui Chou, Andy T. Liu, Hung-yi Lee
2021	J	`jnl`	Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning. CoRR Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-yi Lee
2021	A	`conf`	SUPERB: Speech Processing Universal PERformance Benchmark. Interspeech Shu-Wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
2021	J	`jnl`	SUPERB: Speech processing Universal PERformance Benchmark. CoRR Shu-Wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
2021	J	`jnl`	TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech. IEEE ACM Trans. Audio Speech Lang. Process. Andy T. Liu, Shang-wen Li, Hung-yi Lee
2020	A	`conf`	Defense for Black-Box Attacks on Anti-Spoofing Models by Self-Supervised Learning. INTERSPEECH Haibin Wu, Andy T. Liu, Hung-yi Lee
2020	J	`jnl`	Defense for Black-box Attacks on Anti-spoofing Models by Self-Supervised Learning. CoRR Haibin Wu, Andy T. Liu, Hung-yi Lee
2020	Misc	`conf`	Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders. ICASSP Andy T. Liu, Shu-Wen Yang, Po-Han Chi, Po-Chun Hsu, Hung-yi Lee
2020	J	`jnl`	TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech. CoRR Andy T. Liu, Shang-wen Li, Hung-yi Lee
2020	A	`conf`	Understanding Self-Attention of Self-Supervised Audio Transformers. INTERSPEECH Shu-Wen Yang, Andy T. Liu, Hung-yi Lee
2020	J	`jnl`	Understanding Self-Attention of Self-Supervised Audio Transformers. CoRR Shu-Wen Yang, Andy T. Liu, Hung-yi Lee
2019	J	`jnl`	Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders. CoRR Andy T. Liu, Shu-Wen Yang, Po-Han Chi, Po-Chun Hsu, Hung-yi Lee
2019	J	`jnl`	Towards Robust Neural Vocoding for Speech Generation: A Survey. CoRR Po-Chun Hsu, Chun-hsuan Wang, Andy T. Liu, Hung-yi Lee
2019	A	`conf`	Unsupervised End-to-End Learning of Discrete Linguistic Units for Voice Conversion. INTERSPEECH Andy T. Liu, Po-Chun Hsu, Hung-yi Lee
2019	J	`jnl`	Unsupervised End-to-End Learning of Discrete Linguistic Units for Voice Conversion. CoRR Andy T. Liu, Po-Chun Hsu, Hung-yi Lee