Population Based Training for Data Augmentation and Regularization in Speech Recognition

Daniel Haziza, Jérémy Rapin, Gabriel Synnaeve

Varying data augmentation policies and regularization over the course of optimization has led to performance improvements over using fixed values. We show that population based tra…