Artie Bias Corpus: An Open Dataset for Detecting Demographic Bias in Speech Applications

We describe the creation of the Artie Bias Corpus, an English dataset of expert-validated {\textless}audio, transcript{\textgreater} pairs with demographic tags for age, gender, accent. We also release open software which may be used with the Artie Bias Corpus to detect demographic bias in Automatic Speech Recognition systems, and can be extended to other speech technologies... (read more)

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