The blind spots of WER and SSIM for commercial TTS

Optimizing TTS for standard research metrics missed naturalness, rhythm, and emphasis—the qualities customers actually noticed first

Our first commercial TTS model was optimized for WER and SSIM because that’s what research had taught us over years to be the standard metrics. The first customer feedbacks we had unveiled the huge blind spots of these metrics, in particula
Ranked #9 on backlist 2026-06-06 (06 Jun 2026 UTC) · by (Neil Zeghidour) ·

How it ranks: Backlist reads my Twitter/X timeline, scores every tweet for substance with an LLM rubric (not engagement), and publishes the daily top picks with a one-line takeaway. Curated by Surya Dantuluri.