Anand Syamkumar

Idiosyncratic Versus Normative Modeling of Atypical Speech Recognition: Dysarthric Case Studies

State-of-the-art automatic speech recognition (ASR) models like Whisper perform poorly on atypical speech, such as that produced by individuals with dysarthria. Past works for atypical speech have mostly investigated fully personalized (or idiosyncratic) models, but modeling strategies that can both