Hirokazu Takahashi

Shuffleaugment: A Data Augmentation Method Using Time Shuffling

We present ShuffleAugment, a data augmentation method for speech processing that randomly shuffles data in the time direction. Every speech processing task has a characteristic time scale depending on the phenomenon it addresses. The proposed method randomizes the time order of an input sequence on…