Articles by Yurko Turskiy

Beyond Benchmarks: Evaluating Speech-to-Text Performance in Production Settings

Every ASR engineer knows the frustration. A model may excel on benchmarks but falter in live audio. Background noise, varied accents, and overlapping speech reveal the gap between controlled testing and production reliability. That disconnect served as the driving force behind the presentation at the AI Tinkerers Los Angeles Meetup.