The Accent Bias Research initiative began by observing the subtle yet profound impact of dialect on judgment. Our early work focused on qualitative analysis, documenting instances of linguistic discrimination in various contexts.
This initial exploration quickly revealed the need for a rigorous, data-driven approach. We developed an acoustic testing framework to quantify the phonetic variance and perceptual evaluation that underpin accent bias.