2 papers
eess.AS2025
Comparative Study on Noise-Augmented Training and its Effect on Adversarial Robustness in ASR Systems
Karla Pizzi, MatÃas Pizarro, Asja Fischer
In this study, we investigate whether noise-augmented training can concurrently improve adversarial robustness in automatic speech recognition (ASR) systems. We conduct a comparati…
cs.SD2025
Replay Attacks Against Audio Deepfake Detection
Nicolas Müller, Piotr Kawa, Wei-Herng Choong +5
We show how replay attacks undermine audio deepfake detection: By playing and re-recording deepfake audio through various speakers and microphones, we make spoofed samples appear a…