Latest / AI Ethics with Fexingo: Bias, Safety, and Responsible Artificial Intelligence
How AI Voice Models Fail Non-Native Speakers
Voice assistants like Amazon Alexa, Apple Siri, and Google Assistant are everywhere, but they consistently struggle with non-standard accents. This episode examines a 2025 study from Stanford's Center for Applied AI that found error rates for Indian English speakers are over 30% higher than for General American English. We break down why this happens—from training data demographics to tokenization choices—and what companies are doing to fix it. We also discuss the ethical implications: when voice interfaces become gatekeepers for jobs, healthcare, and banking, accent bias becomes a civil…
The skinny
The skinny isn't ready yet — notes appear once the transcript is processed.