Research Projects, Papers, Books, etc.

When Bigger Isn’t Better: A Comprehensive Fairness Evaluation of Political Bias in Multi-News Summarisation

Author：Nannan Huang, Iffat Maab, Junichi Yamagishi

• #Language Processing
• #bias

FakeMark: Deepfake Speech Attribution With Watermarked Artifacts

Author：Wanying Ge, Xin Wang, Junichi Yamagishi

• #Audio processing
• #DeepfakeDetection
• #watermark

From Articles to Premises: Building PrimeFacts, an Extraction Methodology and Resource for Fact-Checking Evidence

Author: Premtim Sahitaj, Jawan Kolanowski, Ariana Sahitaj, Veronika Solopova, Max Upravitelev, Daniel Röder, Iffat Maab, Junichi Yamagishi, Sebastian Möller, Vera Schmitt

• #Language Processing
• #AutomatedFactCheck

From Solo to Symphony: Bidirectional Music Modeling with Generative AI

Author: Yigitcan Özer (Principal Investigator)

• #Music processing
• #Instrument sounds

Reasoning before Explanation for Speech Deepfake Detection using Audio Large Language Models

Author: Wang Xin (Principal Investigator)

Research on multimedia processing based on broadcast video archives in the era of AI-generated data overload

Authors: Junichi Yamagishi (Principal Investigator), Minoru Kuribayashi (Co-Investigator), Yusuke Yasuda (Co-Investigator)

Towards Data Drift Monitoring for Speech Deepfake Detection in the context of MLOps

Author：Xin Wang, Wanying Ge, Junichi Yamagishi

• #Audio processing
• #DeepfakeDetection

Training Dynamics-Aware Multi-Factor Curriculum Learning for Target Speaker Extraction

Author：Yun Liu, Xuechen Liu, Xiaoxiao Miao, Junichi Yamagishi

• #Audio processing
• #Voice enhancement

VeriTrace: A Multitask Disaster Dataset for Real-Fake Verification and Source Tracing

Author：Surbhi Madan, Yusuke Yasuda, Junichi Yamagishi

• #Image processing
• #DeepfakeDetection

Pushing the Frontiers of Scientific Fact-Checking: The SCINLP Dataset

Author：Iffat Maab, Junichi Yamagishi

• #Language Processing
• #AutomatedFactCheck