"Sorry, I Didn't Catch That": How Speech Models Miss What Matters Most

Kaitlyn Zhou, Martijn Bartelds, Federico Bianchi +1

Despite speech recognition systems achieving low word error rates on standard benchmarks, they often fail on short, high-stakes utterances in real-world deployments. Here, we study…