Improving sequence-to-sequence speech recognition training with on-the-fly data augmentation

Thai-Son Nguyen, Sebastian Stueker, Jan Niehues +1

Sequence-to-Sequence (S2S) models recently started to show state-of-the-art performance for automatic speech recognition (ASR). With these large and deep models overfitting remains…