Liang-Hsuan Tseng

PhD student, National Taiwan University

Joined

October 2022

Names

Liang-Hsuan Tseng (Preferred)

Emails

****@gmail.com (Confirmed)

****@ntu.edu.tw

Personal Links

Career & Education History

PhD student

National Taiwan University (ntu.edu.tw)

2024 – Present

MS student

National Taiwan University (ntu.edu.tw)

2022 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Hung-yi Lee

Present

Expertise

speech processing

unsupervised learning

self-supervised learning

Present

spoken language modeling

Present

Publications

TASTE: Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling.
Liang-Hsuan Tseng, Yi-Chang Chen, Kuan-Yi Lee, Da-Shan Shiu, Hung-yi Lee
- CoRR 2025
- Readers: Everyone
TASTE: Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
Liang-Hsuan Tseng, Yi-Chang Chen, Kuan Yi Lee, Da-shan Shiu, Hung-yi Lee
- ICLR 2026 Poster
- Readers: Everyone
A Self-Refining Framework for Enhancing ASR Using TTS-Synthesized Data
Cheng-Kang Chou, Chan-Jan Hsu, Ho-Lam Chung, Liang-Hsuan Tseng, Hsi-Chun Cheng, Yu-Kuan Fu, Kuan-Po Huang, Hung-Yi Lee
- CoRR 2025
- Readers: Everyone
TASTE: Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
Liang-Hsuan Tseng, Yi-Chang Chen, Kuan-Yi Lee, Da-Shan Shiu, Hung-yi Lee
- CoRR 2025
- Readers: Everyone
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 poster
- Readers: Everyone
Leave No Knowledge Behind During Knowledge Distillation: Towards Practical and Effective Knowledge Distillation For Code-Switching ASR Using Realistic Data
Liang-Hsuan Tseng, Zih-Ching Chen, Wei-Shun Chang, Cheng-Kuang Lee, Tsung-Ren Huang, Hung-Yi Lee
- SLT 2024
- Readers: Everyone
Building a Taiwanese Mandarin Spoken Language Model: A First Attempt
Chih-Kai Yang, Yu-Kuan Fu, Chen-An Li, Yi-Cheng Lin, Yu-Xiang Lin, Wei-Chih Chen, Ho-Lam Chung, Chun-Yi Kuan, Wei-Ping Huang, Ke-Han Lu, Tzu-Quan Lin, Hsiu-Hsuan Wang, En-Pei Hu, Chan-Jan Hsu, Liang-Hsuan Tseng, I-Hsiang Chiu, Ulin Sanga, Xuanjun Chen, Po-Chun Hsu, Shu-Wen Yang et al. (1 additional authors not shown)
- CoRR 2024
- Readers: Everyone
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
- Readers: Everyone
Introducing Semantics into Speech Encoders
Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Bing Liu, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Guan-Ting Lin, Alexei Baevski, Hung-yi Lee, Yizhou Sun, Wei Wang
- ACL (1) 2023
- Readers: Everyone
Improving Cascaded Unsupervised Speech Translation with Denoising Back-translation
Yu-Kuan Fu, Liang-Hsuan Tseng, Jiatong Shi, Chen-An Li, Tsu-Yuan Hsu, Shinji Watanabe, Hung-Yi Lee
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- CoRR 2023
- Readers: Everyone

View all 12 publications

Co-Authors

View all 57 co-authors