AI article
My speech-flaw detector flagged 41 false alarms a minute. One line of math fixed it.
Community description: I built Podium, a tool that compares your reading of a speech with a great delivery of the same text...
Dev.to | Oct 6, 2026 | Jay Pokale
Automated excerpt
Injected stutters kept being reported as "awkward pause". Contrastive speech delivery analytics: find exactly where a delivery drifts from a great speech, and why. Built for the Multimodal AI Hackathon 2026, Track C: Contrastive Speech Analytics & Temporal Flaw Grounding.
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