AccentMirror

AccentMirror is a mobile + web AI coaching app that helps non-native English speakers become easier to understand in real work conversations—without trying to “erase” their identity. Users record short phrases from their actual job context (standups, demos, support calls). The app scores intelligibility (not “native-ness”), highlights specific problem sounds, stress patterns, and pacing issues, then generates targeted 60-second drills. A “meeting mode” lets you practice your next 3–5 sentences and get instant feedback on clarity and rhythm. Progress is tracked with before/after clips and a weekly clarity score. This is not a general language-learning app; it’s a narrow tool for spoken workplace clarity, designed for busy professionals who already know English but get misunderstood. It’s realistic: you won’t transform in a week, but you can reduce repeat-questions and awkward call moments quickly.