Identifying and Calibrating Overconfidence in Noisy Speech Recognition

Mingyue Huo, Yuheng Zhang, Yan Tang

Modern end-to-end automatic speech recognition (ASR) models like Whisper not only suffer from reduced recognition accuracy in noise, but also exhibit overconfidence - assigning hig…