TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network

2 code implementations • 6 Feb 2022 • Xiaomin Li, Vangelis Metsis, Huangyingrui Wang, Anne Hee Hiong Ngu

For time-series, the suite of data augmentation tricks we can use to expand the size of the dataset is limited by the need to maintain the basic properties of the signal.

Data Augmentation Dimensionality Reduction +3