AequeVox: Automated Fairness Testing of Speech Recognition Systems. (arXiv:2110.09843v2 [cs.LG] UPDATED)

Automatic Speech Recognition (ASR) systems have become ubiquitous. They can
be found in a variety of form factors and are increasingly important in our
daily lives. As such, ensuring that these systems are equitable to different
subgroups of the population is crucial. In this paper, we introduce, AequeVox,
an automated testing framework for evaluating the fairness of ASR systems.
AequeVox simulates different environments to assess the effectiveness of ASR
systems for different populations. In addition, we investigate whether the
chosen …

arxiv fairness speech speech recognition systems testing