Universal Adversarial Perturbations for Speech Recognition Systems

    Paarth Neekhara
    Paarth Neekhara
    Shehzeen Hussain
    Shehzeen Hussain
    Prakhar Pandey
    Prakhar Pandey

    Conference of the International Speech Communication Association, 2019.

    Cited by: 17|Bibtex|Views16|Links
    EI

    Abstract:

    In this work, we demonstrate the existence of universal adversarial audio perturbations that cause mis-transcription of audio signals by automatic speech recognition (ASR) systems. We propose an algorithm to find a single quasi-imperceptible perturbation, which when added to any arbitrary speech signal, will most likely fool the victim ...More

    Code:

    Data:

    Your rating :
    0

     

    Tags
    Comments