arxivcs.CRcs.LG2026-07-10
Generative Testing of Automated Speech Recognition Systems
Yanis Xabier Wilbrand Peña, Oliver Weißl, Andrea Stocco
Automatic speech recognition (ASR) systems have achieved high accuracy with transformer-based models, enabling deployment in critical applications. However, they remain vulnerable to adversarial manipulation, particularly in black-box settings where attacks must preserve perceptu…