Data Augmentation techniques in time series domain: A survey and taxonomy

Guillermo Iglesias, Edgar Talavera, Ángel González-Prieto +2

With the latest advances in Deep Learning-based generative models, it has not taken long to take advantage of their remarkable performance in the area of time series. Deep neural n…