Selection bias in synthetic training data

Whisper's exact-match gate selected the flattest take in an emotion-TTS corpus

An ASR check that demanded a perfect transcript kept the takes Whisper found easy to read, and those were the flat ones. The gate worked exactly as specified and produced a monotone corpus anyway.