Quantifying the Uncertainty for Speech Recognition | by Kacper Kubara
When and How to Trust Your Speech Recognition ModelLogo of the Attendi Speech Service. Displayed with the author’s permissionWhat is Uncertainty?Uncertainty Estimation Methods for Speech RecognitionHow Can We Benefit from Uncertainty Estimation?SummaryAbout MeReferencesIn the past few years, automatic speech recognition (ASR) has shifted towards more complex and bigger neural network architectures. A higher complexity brings benefits to the performance of the model but, on the other hand, it becomes more difficult to…