Nicolas M. Müller
- Does Audio Deepfake Detection Generalize?
2022/03/30 by Nicolas M. Müller, Müller, Nicolas M., Pavel Czempin +7 · 47 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- MLAAD: The Multi-Language Audio Anti-Spoofing Dataset
2024/01/17 by Nicolas M. Müller, Müller, Nicolas M., Piotr Kawa +15 · 35 citations
Computer Science · Medicine · #Speech Recognition and Synthesis #Voice and Speech Disorders #Music and Audio Processing
- Replay Attacks Against Audio Deepfake Detection
2025/05/20 by Nicolas M. Müller, Piotr Kawa, Müller, Nicolas +13 · 6 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Sound (cs.SD) #electronic engineering #information engineering
- Easy, Interpretable, Effective: openSMILE for voice deepfake detection
2024/08/28 by Octavian Pascu, Dan Oneaţă, Pascu, Octavian +5 · 2 citations
Computer Science · #Speech Recognition and Synthesis
- Localized Shortcut Removal
2022/11/24 by Nicolas M. Müller, Jochen Jacobs, Müller, Nicolas M. +5 · 1 citation
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI
- Shortcut Detection with Variational Autoencoders
2023/02/08 by Nicolas M. Müller, Müller, Nicolas M., Simon Roschmann +7 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning and Data Classification
- A New Approach to Voice Authenticity
2024/02/09 by Nicolas M. Müller, Piotr Kawa, Müller, Nicolas M. +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering