no code implementations • 17 Feb 2022 • Chao-Han Huck Yang, Zeeshan Ahmed, Yile Gu, Joseph Szurley, Roger Ren, Linda Liu, Andreas Stolcke, Ivan Bulyko
In this work, we aim to enhance the system robustness of end-to-end automatic speech recognition (ASR) against adversarially-noisy speech examples.
no code implementations • NeurIPS 2019 • Juncheng B. Li, Shuhui Qu, Xinjian Li, Joseph Szurley, J. Zico Kolter, Florian Metze
In this work, we target our attack on the wake-word detection system, jamming the model with some inconspicuous background music to deactivate the VAs while our audio adversary is present.
no code implementations • 14 Jun 2019 • Joseph Szurley, J. Zico Kolter
Recent work has shown the possibility of adversarial attacks on automatic speechrecognition (ASR) systems.
Audio and Speech Processing Sound