Linghui Meng

MixSpeech: Data Augmentation for Low-resource Automatic Speech Recognition

2021 · arXiv (Cornell University)

In this paper, we propose MixSpeech, a simple yet effective data augmentation method based on mixup for automatic speech recognition (ASR). MixSpeech trains an ASR model by taking a weighted combination of two different speech …