Wen Huang | Shanghai Jiao Tong University

About Me

I am a second-year Master’s student at the Auditory Cognition and Computational Acoustics Laboratory @ Shanghai Jiao Tong University, advised by Prof. Yanmin Qian.

Research Interests

Speech and audio 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

[2024.12] Three papers accepeted to ICASSP 2024.
[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.

Selected Publications

Generalizable Audio Deepfake Detection via Latent Space Refinement and Augmentation

Wen Huang, Yanmei Gu, Zhiming Wang, Huijia Zhu, Yanmin Qian

(Accepted to) IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025.
Data-Efficient Low-Complexity Acoustic Scene Classification via Distilling and Progressive Pruning

Bing Han, Wen Huang, Zhengyang Chen, Anbai Jiang, Pingyi Fan, Cheng Lu, Zhiqiang Lv, Jia Liu, Wei-Qiang Zhang, Yanmin Qian

(Accepted to) IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025.
Unified Audio Event Detection

Yidi Jiang, Ruijie Tao, Wen Huang, Qian Chen, Wen Wang

(Accepted to) IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025.
Prototype and Instance Contrastive Learning for Unsupervised Domain Adaptation in Speaker Verification

Wen Huang*, Bing Han*, Zhengyang Chen, Shuai Wang, Yanmin Qian

IEEE International Symposium on Chinese Spoken Language Processing (ISCSLP), 2024.
Robust Cross-Domain Speaker Verification with Multi-Level Domain Adapters

Wen Huang, Bing Han, Shuai Wang, Zhengyang Chen, Yanmin Qian

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024.
Exploring Large Scale Pre-Trained Models for Robust Machine Anomalous Sound Detection

Bing Han, Zhiqiang Lv, Anbai Jiang, Wen Huang, Zhengyang Chen, Yufeng Deng, Jiawei Ding, Cheng Lu, Wei-Qiang Zhang, Pingyi Fan, Jia Liu, Yanmin Qian

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024.
Improving Dino-Based Self-Supervised Speaker Verification with Progressive Cluster-Aware Training

Bing Han, Wen Huang, Zhengyang Chen, Yanmin Qian

IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2023.