RMS Envelope and Voiced-Segment Analysis

Whisper-based QC missed trailing-speech defects in four TTS voices it had certified as passing

A sound that is not a word never reaches the transcript, so a 100 percent pass rate measured Whisper rather than the model. The replacement detector reads the RMS envelope, and its constants are fitted to four failures.