About

I work on speech and audio processing, especially methods for detecting manipulated or synthetic speech. My research spans speech deepfake detection, including speaker-specific analysis, time-frequency consistency, and detection in real-time communication settings. I am also interested in how detection methods can be evaluated across languages and in-the-wild conditions.

Beyond deepfake detection, I study speech editing detection and content localization, as well as audiovisual speech recognition under video-conferencing conditions. These topics connect to broader interests in digital media forensics, biometric identification and security, and music and audio processing. I am affiliated with Wuhan University. My work aims to understand the challenges posed by varied audio conditions and to develop approaches and evaluation resources for reliable speech and audio analysis.

Research interests

  • Speech Deepfake DetectionI study approaches for detecting synthetic and manipulated speech across speakers, settings, and communication channels.
  • Speech and Audio ProcessingI am interested in computational methods for analyzing and understanding speech and audio.
  • Audiovisual Speech RecognitionI explore audiovisual speech recognition, including its behavior under video-conferencing conditions.
  • Digital Media ForensicsI work on detecting and localizing manipulations in digital audio.
  • Biometric Identification and SecurityI am interested in speech-related methods for identification and security.

Selected publications

2026

  1. Jun Xue, Yi Chai, Yanzhen Ren, Jinshen He, Zhiqiang Tang, Zhuolin Yi, Yihuan Huang, Yuankun Xie, Yujie Chen
    arXiv · 20267
  2. Daixian Li, Jun Xue, Zhuolin Yi, Yanzhen Ren, Yihuan Huang, Guanxiang Feng, Yi Chai
    arXiv · 20264
  3. Jun Xue, Tong Zhang, Zhuolin Yi, Yihuan Huang, Yi Chai, Yiyang Zhang, Yanzhen Ren
    International Joint Conference on Artificial Intelligence · 20263
  4. Yihuan Huang, Jun Xue, Liu Jiajun, Daixian Li, Tong Zhang, Zhuolin Yi, Yanzhen Ren, Kai Li
    arXiv · 20263
  5. Jun Xue, Zhuolin Yi, Yihuan Huang, Yanzhen Ren, Yujie Chen, Cunhang Fan, Zicheng Su, Yongcheng Zhang, Bo Cai
    Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 20262
  6. Jun Xue, Zhuolin Yi, Yanzhen Ren, Yihuan Huang, Jiayu Xiong, Yi Chai, Guanxiang Feng, Jiajun Liu, Tong Zhang
    ACM International Conference on Multimedia (ACM MM) · 20261
  7. Zhuolin Yi, Jun Xue, Yanzhen Ren, Yihuan Huang, Yi Chai, Daixian Li, Guanxiang Feng, Jiajun Liu
    Interspeech (USB) · 20260

OpenPrints on CSPaper

No OpenPrints published yet.

Contact

No contact details.

Yihuan Huang · Research on speech, audio, and deepfake detection