Time Series Synthesis via Multi-scale Patch-based Generation of Wavelet Scalogram

Amir Kazemi, Hadi Meidani

A framework is proposed for the unconditional generation of synthetic time series based on learning from a single sample in low-data regime case. The framework aims at capturing th…