Tzu-Quan Lin

23 papers A 2C 2Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
How Contrastive Decoding Enhances Large Audio Language Models?
CoRR
Tzu-Quan Lin, Wei-Ping Huang, Yi-Cheng Lin, Hung-yi Lee
2025 J jnl
An Exploration of Mamba for Speech Self-Supervised Models.
CoRR
Tzu-Quan Lin, Heng-Cheng Kuo, Tzu-Chieh Wei, Hsi-Chun Cheng, Chun-Wei Chen, Hsien-Fu Hsiao, Yu Tsao, Hung-yi Lee
2025 J jnl
DeSTA2.5-Audio: Toward General-Purpose Large Audio Language Model with Self-Generated Cross-Modal Alignment.
CoRR
Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, Chao-Han Huck Yang, Sung-Feng Huang, Chih-Kai Yang, Chee-En Yu, Chun-Wei Chen, Wei-Chih Chen, Chien-yu Huang, Yi-Cheng Lin, Yu-Xiang Lin, Chi-An Fu, Chun-Yi Kuan, Wenze Ren, Xuanjun Chen, Wei-Ping Huang, En-Pei Hu, Tzu-Quan Lin, Yuan-Kuei Wu, Kuan-Po Huang, Hsiao-Ying Huang, Huang-Cheng Chou, Kai-Wei Chang, Cheng-Han Chiang, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-yi Lee
2025 — conf
Identifying Speaker Information in Feed-Forward Layers of Self-Supervised Speech Transformers.
APSIPA
Tzu-Quan Lin, Hsi-Chun Cheng, Hung-yi Lee, Hao Tang
2025 J jnl
Identifying Speaker Information in Feed-Forward Layers of Self-Supervised Speech Transformers.
CoRR
Tzu-Quan Lin, Hsi-Chun Cheng, Hung-yi Lee, Hao Tang
2025 C conf
Is Smaller Always Faster? Tradeoffs in Compressing Self-Supervised Speech Transformers.
ASRU
Tzu-Quan Lin, Tsung-Huan Yang, Chun-Yao Chang, Kuang-Ming Chen, Tzu-hsun Feng, Hung-yi Lee, Hao Tang
2025 J jnl
Pseudo2Real: Task Arithmetic for Pseudo-Label Correction in Automatic Speech Recognition.
CoRR
Yi-Cheng Lin, Yu-Hsuan Li Liang, Hsuan Su, Tzu-Quan Lin, Shang-Tse Chen, Yun-Nung Chen, Hung-yi Lee
2025 J jnl
Speech-FT: A Fine-tuning Strategy for Enhancing Speech Representation Models Without Compromising Generalization Ability.
CoRR
Tzu-Quan Lin, Wei-Ping Huang, Hao Tang, Hung-yi Lee
2024 J jnl
Building a Taiwanese Mandarin Spoken Language Model: A First Attempt.
CoRR
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
2024 A conf
DAISY: Data Adaptive Self-Supervised Early Exit for Speech Representation Models.
INTERSPEECH
Tzu-Quan Lin, Hung-yi Lee, Hao Tang
2024 J jnl
DAISY: Data Adaptive Self-Supervised Early Exit for Speech Representation Models.
CoRR
Tzu-Quan Lin, Hung-yi Lee, Hao Tang
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 J jnl
Listen and Speak Fairly: A Study on Semantic Gender Bias in Speech Integrated Large Language Models.
CoRR
Yi-Cheng Lin, Tzu-Quan Lin, Chih-Kai Yang, Ke-Han Lu, Wei-Chih Chen, Chun-Yi Kuan, Hung-yi Lee
2024 — conf
Listen and Speak Fairly: a Study on Semantic Gender Bias in Speech Integrated Large Language Models.
SLT
Yi-Cheng Lin, Tzu-Quan Lin, Chih-Kai Yang, Ke-Han Lu, Wei-Chih Chen, Chun-Yi Kuan, Hung-yi Lee
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 — conf
Property Neurons in Self-Supervised Speech Transformers.
SLT
Tzu-Quan Lin, Guan-Ting Lin, Hung-yi Lee, Hao Tang
2024 J jnl
Property Neurons in Self-Supervised Speech Transformers.
CoRR
Tzu-Quan Lin, Guan-Ting Lin, Hung-yi Lee, Hao Tang
2023 C conf
MelHuBERT: A Simplified Hubert on Mel Spectrograms.
ASRU
Tzu-Quan Lin, Hung-yi Lee, Hao Tang
2022 J jnl
Compressing Transformer-based self-supervised models for speech processing.
CoRR
Tzu-Quan Lin, Tsung-Huan Yang, Chun-Yao Chang, Kuang-Ming Chen, Tzu-hsun Feng, Hung-yi Lee, Hao Tang
2022 J jnl
MelHuBERT: A simplified HuBERT on Mel spectrogram.
CoRR
Tzu-Quan Lin, Hung-yi Lee, Hao Tang
2022 J jnl
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning.
CoRR
Tzu-hsun Feng, Shuyan Annie Dong, Ching-Feng Yeh, Shu-Wen Yang, Tzu-Quan Lin, Jiatong Shi, Kai-Wei Chang, Zili Huang, Haibin Wu, Xuankai Chang, Shinji Watanabe, Abdelrahman Mohamed, Shang-wen Li, Hung-yi Lee
2022 — conf
Superb @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning.
SLT
Tzu-hsun Feng, Shuyan Annie Dong, Ching-Feng Yeh, Shu-Wen Yang, Tzu-Quan Lin, Jiatong Shi, Kai-Wei Chang, Zili Huang, Haibin Wu, Xuankai Chang, Shinji Watanabe, Abdelrahman Mohamed, Shang-wen Li, Hung-yi Lee