Macro-block dropout for improved regularization in training end-to-end speech recognition models

Chanwoo Kim, Sathish Indurti, Jinhwan Park +1

This paper proposes a new regularization algorithm referred to as macro-block dropout. The overfitting issue has been a difficult problem in training large neural network models. T…