A 250mW 5.4G-Novel-Pixel/s Photorealistic Refocusing Processor for Full-HD Five-Camera Applications. - Po-Han Chen; Shu-Wen Yang; Shih-Yao Huang; Li-De Chen; Chao-Tsung Huang (VLSI Circuits, 2019)

Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders. - Andy T. Liu; Shu-Wen Yang; Po-Han Chi; Po-Chun Hsu; Hung-yi Lee (ICASSP, 2020)

Understanding Self-Attention of Self-Supervised Audio Transformers. - Shu-Wen Yang; Andy T. Liu; Hung-yi Lee (INTERSPEECH, 2020)

Optimization of Component Sequencing and Feeder Assignment for a Chip Shooter Machine Using Shuffled Frog-Leaping Algorithm. - Hsien-Pin Hsu; Shu-Wen Yang (IEEE Trans Autom. Sci. Eng., 2020)

An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition. - Xuankai Chang; Takashi Maekaku; Pengcheng Guo; Jing Shi 003; Yen-Ju Lu; Aswin Shanmugam Subramanian; Tianzi Wang; Shu-Wen Yang; Yu Tsao 001; Hung-yi Lee; Shinji Watanabe 001 (ASRU, 2021)

SUPERB: Speech Processing Universal PERformance Benchmark. - 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; et al. (Interspeech, 2021)

SpeechNet: A Universal Modularized Model for Speech Processing Tasks. - Yi-Chen Chen; Po-Han Chi; Shu-Wen Yang; Kai-Wei Chang; Jheng-Hao Lin; Sung-Feng Huang; Da-Rong Liu; Chi-Liang Liu; Cheng-Kuang Lee; Hung-yi Lee (CoRR, 2021)

Speech Representation Learning Through Self-supervised Pretraining And Multi-task Finetuning. - Yi-Chen Chen; Shu-Wen Yang; Cheng-Kuang Lee; Simon See; Hung-yi Lee (CoRR, 2021)

Asymmetrical Property of the Subproportionality of Weighting Function in Prospect Theory: Is It Real and How Can It Be Achieved? - Yuan-Na Huang; Si-Chu Shen; Shu-Wen Yang; Yi Kuang; Yun-Xiao Li; Shu Li 001 (Symmetry, 2021)

SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. - 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; et al. (ACL (1), 2022)

Distilhubert: Speech Representation Learning by Layer-Wise Distillation of Hidden-Unit Bert. - Heng-Jui Chang; Shu-Wen Yang; Hung-yi Lee (ICASSP, 2022)

Investigating Self-Supervised Learning for Speech Enhancement and Separation. - Zili Huang; Shinji Watanabe 001; Shu-Wen Yang; Paola García 001; Sanjeev Khudanpur (ICASSP, 2022)

S3PRL-VC: Open-Source Voice Conversion Framework with Self-Supervised Speech Representations. - Wen-Chin Huang; Shu-Wen Yang; Tomoki Hayashi; Hung-Yi Lee; Shinji Watanabe 001; Tomoki Toda (ICASSP, 2022)

DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering. - Guan-Ting Lin; Yung-Sung Chuang; Ho-Lam Chung; Shu-Wen Yang; Hsuan-Jui Chen; Shuyan Annie Dong; Shang-Wen Li 001; Abdelrahman Mohamed; Hung-yi Lee; Lin-Shan Lee (INTERSPEECH, 2022)

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)

A Comparative Study of Self-Supervised Speech Representation Based Voice Conversion. - Wen-Chin Huang; Shu-Wen Yang; Tomoki Hayashi; Tomoki Toda (IEEE J. Sel. Top. Signal Process., 2022)

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)

A Large-Scale Evaluation of Speech Foundation Models. - 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; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 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; Chih-Kai Yang; et al. (ICLR, 2025)

IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling. - Kuan-Po Huang; Shu-Wen Yang; Huy Phan; Bo-Ru Lu; Byeonggeun Kim; Sashank Macha; Qingming Tang; Shalini Ghosh; Hung-yi Lee; Chieh-Chi Kao; Chao Wang (CoRR, 2025)

Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction. - Shu-Wen Yang; Byeonggeun Kim; Kuan-Po Huang; Qingming Tang; Huy Phan; Bo-Ru Lu; Harsha Sundar; Shalini Ghosh; Hung-yi Lee; Chieh-Chi Kao; Chao Wang (CoRR, 2025)