Improving Fairness and Robustness in End-to-End Speech Recognition through unsupervised clustering

Irina-Elena Veliche, Pascale Fung

The challenge of fairness arises when Automatic Speech Recognition (ASR) systems do not perform equally well for all sub-groups of the population. In the past few years there have…