Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech Recognition

Egor Lakomkin, Jahn Heymann, Ilya Sklyar +1

Subwords are the most widely used output units in end-to-end speech recognition. They combine the best of two worlds by modeling the majority of frequent words directly and at the…