Liang-Hsuan Tseng

According to our database, Liang-Hsuan Tseng authored at least 14 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

TASTE-Streaming: Towards Streamable Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling.

Liang-Hsuan Tseng, Hung-yi Lee

CoRR, March, 2026

On the Fallacy of Global Token Perplexity in Spoken Language Model Evaluation.

Jeff Chan-Jan Sju, Liang-Hsuan Tseng, Yi-Cheng Lin, Yen-Chun Kuo, Ju-Chieh Chou, Kai-Wei Chang, Hung-yi Lee, Carlos Busso

CoRR, January, 2026

2025

TASLA: Text-Aligned Speech Tokens with Multiple Layer-Aggregation.

Ming-Hao Hsu, Liang-Hsuan Tseng, Hung-yi Lee, Zhizheng Wu

CoRR, October, 2025

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, April, 2025

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

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2025

2024

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, Hung-yi Lee

CoRR, 2024

REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR.

Liang-Hsuan Tseng, En-Pei Hu, David Cheng-Han Chiang, Yuan Tseng, Hung-yi Lee, Lin-Shan Lee, Shao-Hua Sun

CoRR, 2024

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

Proceedings of the IEEE Spoken Language Technology Workshop, 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

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

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

CoRR, 2023

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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Introducing Semantics into Speech Encoders.

Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Alexei Baevski, Guan-Ting Lin, Hung-yi Lee, Yizhou Sun, Wei Wang

CoRR, 2022

Improving Generalizability of Distilled Self-Supervised Speech Processing Models Under Distorted Settings.

Kuan-Po Huang, Yu-Kuan Fu, Tsu-Yuan Hsu, Fabian Ritter Gutierrez, Fan-Lin Wang, Liang-Hsuan Tseng, Yu Zhang, Hung-yi Lee

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

2021

Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models.

Liang-Hsuan Tseng, Yu-Kuan Fu, Heng-Jui Chang, Hung-yi Lee

CoRR, 2021