Anna Katrine Van Zee

On Mitigating Performance Disparities in Multilingual Speech Recognition

How far have we come in mitigating performance disparities across genders in multilingual speech recognition? We compare the impact on gender disparity of different fine-tuning algorithms for automated speech recognition across model sizes, languages and gender. We look at both performance-focused a…