I am a second-year Master’s student at the Auditory Cognition and Computational Acoustics Laboratory (AudioCC Lab) @ Shanghai Jiao Tong University, advised by Prof. Yanmin Qian.
Research interests:
- Speech and audio signal processing: speech synthesis, speech deepfake detection, speaker verification, audio classification and detection
- Machine learning: domain adaptation and generalization, self-supervised, unsupervised and semi-supervised learning
🔥 News
- 2025.08: Presented one poster at Interspeech 2025 in Rotterdam, Netherlands.
- 2025.07: Presented virtually at ACL 2025.
- 2025.05: One paper accepted to Interspeech 2025.
- 2025.05: One paper accepted to ACL 2025.
- 2025.04: Presented virtually at ICASSP 2025.
- 2024.12: Three papers accepted to ICASSP 2025.
- 2024.08: One paper accepted to ISCSLP 2024.
- 2024.06: Achieved 1st and 4th place in Task 1 and Task 4 of the DCASE 2024 Challenge.
- 2024.04: Presented one poster at ICASSP 2024 in Seoul, Korea.
- 2024.03: Achieved 2nd and 3rd place in the ICME 2024 ASC Grand Challenge.
- 2023.12: Two papers accepted to ICASSP 2024.
📝 Publications
- Interspeech 2025 From Sharpness to Better Generalization for Speech Deepfake Detection
[paper][code]
Wen Huang, Xuechen Liu, Xin Wang, Junichi Yamagishi, Yanmin Qian - ACL 2025 SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation
Methods
[project]
Wen Huang*, Yanmei Gu*, Zhiming Wang, Huijia Zhu, Yanmin Qian - ICASSP 2025 Generalizable Audio Deepfake Detection via Latent Space Refinement and Augmentation
[paper]
Wen Huang, Yanmei Gu, Zhiming Wang, Huijia Zhu, Yanmin Qian - ICASSP 2025 Data-Efficient Low-Complexity Acoustic Scene Classification via Distilling and Progressive Pruning
[paper]
Bing Han, Wen Huang, Zhengyang Chen, Anbai Jiang, Pingyi Fan, et al. - ICASSP 2025 Unified Audio Event Detection
[paper]
Yidi Jiang, Ruijie Tao, Wen Huang, Qian Chen, Wen Wang - ISCSLP 2024 Prototype and Instance Contrastive Learning for Unsupervised Domain Adaptation in Speaker Verification
[paper]
Wen Huang*, Bing Han*, Zhengyang Chen, Shuai Wang, Yanmin Qian - ICASSP 2024 Robust Cross-Domain Speaker Verification with Multi-Level Domain Adapters
[paper]
Wen Huang, Bing Han, Shuai Wang, Zhengyang Chen, Yanmin Qian - ICASSP 2024 Exploring Large Scale Pre-Trained Models for Robust Machine Anomalous Sound Detection
[paper]
Bing Han, Zhiqiang Lv , Anbai Jiang, Wen Huang, Zhengyang Chen, et al. - ICMEW 2024 Semi-Supervised Acoustic Scene Classification with Test-Time Adaptation.
[paper]
Wen Huang, Anbai Jiang, Bing Han, Xinhu Zheng, Yihong Qiu, et al. - ICASSPW 2023 Improving Dino-Based Self-Supervised Speaker Verification with Progressive Cluster-Aware Training
[paper]
Bing Han, Wen Huang, Zhengyang Chen, Yanmin Qian
🏆 Competitions
- 2024: DCASE 2024 Challenge Task 1, 1st place
- 2024: ICME 2024 ASC Grand Challenge, 2nd and 3rd place
🎖 Honors and Awards
- 2024: Dean’s Scholarship of the SJTU Paris Elite Institute of Technology
- 2024: ISCSLP 2024 Best Student Paper Award
- 2024: ICASSP 2024 IEEE SPS Travel Grant
- 2023: Outstanding Graduates in Shanghai Jiao Tong University
- 2022: Huatai Securities Science & Technology Scholarship
- 2021: SJTU Paris Elite Institute of Technology Academic Second-class Scholarship
- 2020: A Class Scholarship in Shanghai Jiao Tong University
📖 Educations
- 2023.09 - Present: M.E. in Electronic and Information Engineering, Shanghai Jiao Tong University, China.
- 2019.09 - 2023.06: B.E. in Information Engineering, Shanghai Jiao Tong University, China.
💻 Internships
- 2024.10 - 2025.01: National Institute of Informatics, Research Intern (advised by Prof. Junichi Yamagishi), Tokyo, Japan.
- 2024.06 - 2024.10: Ant Group, Research Intern (Speech Algorithms Department), Shanghai, China.