研究プロジェクト・論文・書籍等

A Comparative Study on Proactive and Passive Detection of Deepfake Speech

Author：Chia-Hua Wu, Wanying Ge, Xin Wang, Junichi Yamagishi, Yu Tsao, Hsin-Ming Wang

• #音声処理
• #透かし
• #ディープフェイク検知

From Sharpness to Better Generalization for Speech Deepfake Detection

Author：Wen Huang, Xuechen Liu, Xin Wang, Junichi Yamagishi, Yanmin Qian

• #音声処理
• #ディープフェイク検知

AfriHuBERT: A self-supervised speech representation model for African languages

Author：Jesujoba O. Alabi, Xuechen Liu, Dietrich Klakow, Junichi Yamagishi

• #音声処理
• #低資源言語

InterAct: A Large-Scale Dataset of Dynamic, Expressive and Interactive Activities between Two People in Daily Scenarios

Author：Leo Ho, Yinghao Huang, Dafei Qin, Mingyi Shi, Wangpok Tse, Wei Liu, Junichi Yamagishi, Taku Komura

• #画像処理
• #動作生成

Toward a Universal Deepfake Audio Detector: Robust Deepfake Detection of Speech and Non-Speech in Real-World Conditions

Author：葛 宛営（研究代表者）

Qualispeech: A speech quality assessment dataset with natural language reasoning and descriptions

Author：Siyin Wang, Wenyi Yu, Xianzhao Chen, Xiaohai Tian, Jun Zhang, Lu Lu, Yu Tsao, Junichi Yamagishi, Yuxuan Wang, Chao Zhang

• #音声処理
• #品質評価

Towards a Transparent and Interpretable Strategy for Spoofed Speech Detection

Author：Carolina Lins Machado, Xin Wang, and Junichi Yamagishi

• #音声処理
• #ディープフェイク検知

Navigating Real and Fake in the Era of Advanced Generative AI

Author：Huy H. Nguyen, Siyun Liang, Junichi Yamagishi and Isao Echizen

• #画像処理
• #ディープフェイク検知

3D Morphable Master Face: Towards Controllable Wolf Attacks Against 2D and 3D Face Recognition Systems

Author：Siyun Liang, Huy H. Nguyen, Satoshi Ikehata, Junichi Yamagishi, Isao Echizen

• #画像処理
• #生体認証

3DDGD: 3D Deepfake Generation and Detection Using 3D Face Meshes

Author：Hichem Feloua, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen

• #画像処理
• #ディープフェイク検知