Implementation of soft dynamic time warping in pytorch
Implementation of soft dynamic time warping in pytorch
Here is my implementation of the Soft Dynamic Time Warping loss function described in https://arxiv.org/abs/1703.01541.
Currently I have only a 'naive' implementation without extending the fast cython implementation in https://github.com/mblondel/soft-dtw to incorporate a batch dimension. If I continue to use this in my line of research I may implement a cython / CUDA version to increase speed.
####### See: https://github.com/Maghoumi/pytorch-softdtw-cuda for a much better implementation #######