I Built a Private AI Pronunciation Coach So My Friend Wouldn't Give Up on Her Placement Dreams
A developer built Placement Pronunciation Coach, a locally-run AI speech evaluation dashboard that uses Whisper word timestamps and per-word confidence probabilities below a 0.75 threshold to flag unc…