Active and Semi-Supervised Learning in ASR: Benefits on the Acoustic and Language Models

Thomas Drugman, Janne Pylkkonen, Reinhard Kneser

The goal of this paper is to simulate the benefits of jointly applying active learning (AL) and semi-supervised training (SST) in a new speech recognition application. Our data sel…