About Me
Hello! I am Wanying Ge (葛宛营). I’m a postdoc at Yamagishi Lab, National Institute of Informatics, Japan. I defended my Ph.D. from Sorbonne University & EURECOM, supervised by Prof. Nicholas Evans and Prof. Massimiliano Todisco.
I’m working on neural watermarking and speech synthesis. I studied my Ph.D. in voice spoofing / deepfake detection. Also, I studied speech separation and enhancement during my Master’s.
Experience
- Postdoctoral Researcher, National Institute of Informatics, August 2024 - Present
- Ph.D., Sorbonne University, September 2020 - May 2024
- Marie Skłodowska-Curie Research Fellow (TReSPAsS-ETN), EURECOM, September 2020 - May 2024
- Research Intern, Idiap Research Institute, April 2023 - July 2023
Publications
Spoofing-robust Automatic Speaker Verification: Architecture, Explainability and Joint Optimisation
Wanying Ge
Ph.D. thesis submitted to Sorbonne Université
Spoofing Attack Augmentation: Can Differently-Trained Attack Models Improve Generalisation?
Wanying Ge, Xin Wang, Junichi Yamagishi, Massimiliano Todisco, Nicholas Evans
in Proc. ICASSP 2024, pp. 12531-12535.
Malafide: A Novel Adversarial Convolutive Noise Attack Against Deepfake and Spoofing Detection Systems
Michele Panariello*, Wanying Ge*, Hemlata Tak, Massimiliano Todisco, Nicholas Evans (* equal contribution)
in Proc. INTERSPEECH 2023, pp. 2868-2872.
Can Spoofing Countermeasure and Speaker Verification Systems Be Jointly Optimised?
Wanying Ge, Hemlata Tak, Massimiliano Todisco, Nicholas Evans
in Proc. ICASSP 2023, pp. 1-5.
On the Potential of Jointly-Optimised Solutions to Spoofing Attack Detection and Automatic Speaker Verification
Wanying Ge*, Hemlata Tak*, Massimiliano Todisco, Nicholas Evans (* equal contribution)
in Proc. IberSPEECH 2022, pp. 51-55, Best Paper Award.
Explainable Deepfake and Spoofing Detection: An Attack Analysis Using SHapley Additive exPlanations
Wanying Ge, Massimiliano Todisco, Nicholas Evans
in Proc. The Speaker and Language Recognition Workshop (Odyssey 2022), pp. 70-76.
Explaining Deep Learning Models for Spoofing and Deepfake Detection With SHapley Additive exPlanations
Wanying Ge, Jose Patino, Massimiliano Todisco, Nicholas Evans
in Proc. ICASSP 2022, pp. 6387-6391.
Raw Differentiable Architecture Search for Speech Deepfake and Spoofing Detection
Wanying Ge, Jose Patino, Massimiliano Todisco, Nicholas Evans
in Proc. 2021 Edition of the Automatic Speaker Verification and Spoofing Countermeasures Challenge (ASVspoof 2021 Workshop), pp. 22-28.
Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection
Wanying Ge, Michele Panariello, Jose Patino, Massimiliano Todisco, Nicholas Evans
in Proc. INTERSPEECH 2021, pp. 4319-4323.
Monaural Noisy Speech Separation Combining Sparse Non-negative Matrix Factorization and Deep Attractor Network
Wanying Ge, Tianqi Zhang, Congcong Fan, Tian Zhang
Chinese Journal of Acoustics, 2020.
Contact
Please send email to gewanying ~a~t~ nii dot ac dot jp.
And here is my Google Scholar, Researchmap, and LinkedIn page.
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