Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths

Ming Xu, Sourav Garg, Michael Milford +1

This paper addresses learning end-to-end models for time series data that include a temporal alignment step via dynamic time warping (DTW). Existing approaches to differentiable DT…