SpeechCritic: Learning a Diagnostic Speech Judge from Limited Human Preferences

Mingyue Huo, Shivam Mehta, Bhavin Jawade +2

Human speech conveys rich perceptual information, such as emotion and speaker identity, yet most automatic speech quality judges reduce it to a single naturalness score. We study d…