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Wanying Ge
Wanying Ge
Project Researcher (2024-present),
National Institute of Informatics
Research Fields
Watermarking
Deepfake Detection
Speaker Recognition
Biography
Wanying Ge is a Project Postdoctoral Researcher at the National Institute of Informatics, Japan. He received his Ph.D. degree in 2024 from Sorbonne University, France. During that time, He was also a Marie Skłodowska-Curie Research Fellow at EURECOM, France, funded by the European Union's Horizon 2020 program TReSPAsS-ETN. His research interests include neural watermarking, speech synthesis, and deepfake detection.
Career
- 2020-2024
- France EURECOM, Marie Skłodowska-Curie Research Fellow
- 2024
- Completed doctoral studies at the Sorbonne University in France
- 2024 - Present
- Project Researcher,
National Institute of Informatics
Awards
- 2022 IberSPEECH 2022, Best Paper Award
Academic Activities
- Member of IEEE and ISCA
Recent Research
- Post-training for Deepfake Speech Detection
- LENS-DF: Deepfake Detection and Temporal Localization for Long-Form Noisy Speech
- A Comparative Study on Proactive and Passive Detection of Deepfake Speech
- Toward a Universal Deepfake Audio Detector: Robust Deepfake Detection of Speech and Non-Speech in Real-World Conditions
- Proactive Detection of Speaker Identity Manipulation with Neural Watermarking
- Spoofing Attack Augmentation: Can Differently-Trained Attack Models Improve Generalisation?