Field | Response :---------------------------------------------------------------------------------------------------|:--------------- What is the language balance of the model validation data? | English: 100% What is the geographic origin language balance of the model validation data? | United States: 80%, United Kingdom: 10%, Others: 10% What is the accent balance of the model validation data? | American English: 80%, British English: 10%, Others: 10% Participation considerations from adversely impacted groups ([protected classes](https://www.senate.ca.gov/protected-classes)) in model design and testing: | Age, Gender, Linguistic Background Measures taken to mitigate against unwanted bias: | Used a custom dataset to evaluate model performance across genders, age groups, and linguistic backgrounds.