Superb @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning. - 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 001; Abdelrahman Mohamed; et al. (SLT, 2022)

MelHuBERT: A simplified HuBERT on Mel spectrogram. - Tzu-Quan Lin; Hung-yi Lee; Hao Tang 002 (CoRR, 2022)

Compressing Transformer-based self-supervised models for speech processing. - Tzu-Quan Lin; Tsung-Huan Yang; Chun-Yao Chang; Kuang-Ming Chen; Tzu-hsun Feng; Hung-yi Lee; Hao Tang 002 (CoRR, 2022)

MelHuBERT: A Simplified Hubert on Mel Spectrograms. - Tzu-Quan Lin; Hung-Yi Lee; Hao Tang 002 (ASRU, 2023)

DAISY: Data Adaptive Self-Supervised Early Exit for Speech Representation Models. - Tzu-Quan Lin; Hung-yi Lee; Hao Tang 002 (INTERSPEECH, 2024)

On the social bias of speech self-supervised models. - Yi-Cheng Lin; Tzu-Quan Lin; Hsi-Che Lin; Andy T. Liu; Hung-yi Lee (INTERSPEECH, 2024)

Property Neurons in Self-Supervised Speech Transformers. - Tzu-Quan Lin; Guan-Ting Lin; Hung-Yi Lee; Hao Tang 002 (SLT, 2024)

Listen and Speak Fairly: a Study on Semantic Gender Bias in Speech Integrated Large Language Models. - Yi-Cheng Lin; Tzu-Quan Lin; Chih-Kai Yang; Ke-Han Lu; Wei-Chih Chen; Chun-Yi Kuan; Hung-Yi Lee (SLT, 2024)

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; Xuanjun Chen; et al. (CoRR, 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; et al. (CoRR, 2024)

Speech-FT: A Fine-tuning Strategy for Enhancing Speech Representation Models Without Compromising Generalization Ability. - Tzu-Quan Lin; Wei-Ping Huang; Hao Tang 002; Hung-yi Lee (CoRR, 2025)

An Exploration of Mamba for Speech Self-Supervised Models. - Tzu-Quan Lin; Heng-Cheng Kuo; Tzu-Chieh Wei; Hsi-Chun Cheng; Chun-Wei Chen; Hsien-Fu Hsiao; Yu Tsao 001; Hung-yi Lee (CoRR, 2025)

Identifying Speaker Information in Feed-Forward Layers of Self-Supervised Speech Transformers. - Tzu-Quan Lin; Hsi-Chun Cheng; Hung-yi Lee; Hao Tang 002 (CoRR, 2025)

DeSTA2.5-Audio: Toward General-Purpose Large Audio Language Model with Self-Generated Cross-Modal Alignment. - 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; et al. (CoRR, 2025)