2020
Incremental Semi-Supervised Learning for Multi-Genre Speech Recognition
Banriskhem K. Khonglah, Srikanth R. Madikeri, Subhadeep Dey, Hervé Bourlard, Petr Motlícek, Jayadev Billa
ICASSP 2020accepted
In this work, we explore a data scheduling strategy for semi-supervised learning (SSL) for acoustic modeling in automatic speech recognition. The conventional approach uses a seed model trained with supervised data to automatically recognize the entire set of unlabeled (auxiliary) data to generate n…