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eess.AS2024
Lightweight Model Attribution and Detection of Synthetic Speech via Audio Residual Fingerprints
Matías Pizarro, Mike Laszkiewicz, Dorothea Kolossa +1
As speech generation technologies advance, so do risks of impersonation, misinformation, and spoofing. We present a lightweight, training-free approach for detecting synthetic spee…
eess.AS2024
Comparative Study on Noise-Augmented Training and its Effect on Adversarial Robustness in ASR Systems
Karla Pizzi, Matías 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…