Andy T. Liu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 27

Top Topics

Speech Processing

Learning Models

Speaker Verification

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

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, Yist Y. Lin, Yung-Sung Chuang, Tzu-Hsien Huang, Wei-Cheng Tseng, Kushal Lakhotia, Shang-Wen Li, Abdelrahman Mohamed, Shinji Watanabe, Hung-yi Lee
A Large-Scale Evaluation of Speech Foundation Models. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Yi-Cheng Lin, Tzu-Quan Lin, Hsi-Che Lin, Andy T. Liu, Hung-yi Lee
On the social bias of speech self-supervised models. CoRR (2024)
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, Yist Y. Lin, Yung-Sung Chuang, Tzu-Hsien Huang, Wei-Cheng Tseng, Kushal Lakhotia, Shang-Wen Li, Abdelrahman Mohamed, Shinji Watanabe, Hung-yi Lee
A Large-Scale Evaluation of Speech Foundation Models. CoRR (2024)
Po-Chun Hsu, Da-Rong Liu, Andy T. Liu, Hung-yi Lee
Parallel Synthesis for Autoregressive Speech Generation. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
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, Hsuan-Jui Chen, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. ACL (1) (2022)
Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-Wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Jeff Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. CoRR (2022)
Po-chun Hsu, Da-Rong Liu, Andy T. Liu, Hung-yi Lee
Parallel Synthesis for Autoregressive Speech Generation. CoRR (2022)
Yen Meng, Yi-Hui Chou, Andy T. Liu, Hung-yi Lee
Don't Speak Too Fast: The Impact of Data Bias on Self-Supervised Speech Models. ICASSP (2022)
Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-Yi Lee
Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Andy T. Liu, Wei Xiao, Henghui Zhu, Dejiao Zhang, Shang-Wen Li, Andrew O. Arnold
QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition. CoRR (2022)
Yen Meng, Yi-Hui Chou, Andy T. Liu, Hung-yi Lee
Don't speak too fast: The impact of data bias on self-supervised speech models. CoRR (2021)
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, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
SUPERB: Speech processing Universal PERformance Benchmark. CoRR (2021)
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, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
SUPERB: Speech Processing Universal PERformance Benchmark. Interspeech (2021)
Andy T. Liu, Shang-Wen Li, Hung-yi Lee
TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-yi Lee
Adversarial Defense for Automatic Speaker Verification by Cascaded Self-Supervised Learning Models. ICASSP (2021)
Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-yi Lee
Adversarial defense for automatic speaker verification by cascaded self-supervised learning models. CoRR (2021)
Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-yi Lee
Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning. CoRR (2021)
Haibin Wu, Andy T. Liu, Hung-yi Lee
Defense for Black-Box Attacks on Anti-Spoofing Models by Self-Supervised Learning. INTERSPEECH (2020)
Andy T. Liu, Shu-Wen Yang, Po-Han Chi, Po-chun Hsu, Hung-yi Lee
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders. ICASSP (2020)
Andy T. Liu, Shang-wen Li, Hung-yi Lee
TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech. CoRR (2020)
Haibin Wu, Andy T. Liu, Hung-yi Lee
Defense for Black-box Attacks on Anti-spoofing Models by Self-Supervised Learning. CoRR (2020)
Shu-Wen Yang, Andy T. Liu, Hung-yi Lee
Understanding Self-Attention of Self-Supervised Audio Transformers. CoRR (2020)
Shu-Wen Yang, Andy T. Liu, Hung-yi Lee
Understanding Self-Attention of Self-Supervised Audio Transformers. INTERSPEECH (2020)
Andy T. Liu, Shu-Wen Yang, Po-Han Chi, Po-chun Hsu, Hung-yi Lee
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders. CoRR (2019)
Po-chun Hsu, Chun-hsuan Wang, Andy T. Liu, Hung-yi Lee
Towards Robust Neural Vocoding for Speech Generation: A Survey. CoRR (2019)
Andy T. Liu, Po-chun Hsu, Hung-yi Lee
Unsupervised End-to-End Learning of Discrete Linguistic Units for Voice Conversion. INTERSPEECH (2019)
Andy T. Liu, Po-chun Hsu, Hung-yi Lee
Unsupervised End-to-End Learning of Discrete Linguistic Units for Voice Conversion. CoRR (2019)