Gender De-Biasing in Speech Emotion Recognition

Machine learning can unintentionally encode and amplify negative bias and stereotypes present in humans, be they conscious or unconscious.

 

In this paper, you will learn about the effect of gender bias in speech emotion recognition. This paper will demonstrate that a fairer and more consistent model accuracy can be achieved by applying a simple de-biasing training technique.

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