Citation

If you use this toolbox, please cite the accompanying and underlying papers:

@article{ZeitlerM26_ddtw_toolbox,
  author  = {Johannes Zeitler and Meinard Müller},
  title   = {dDTW: A Unified and Efficient Toolbox for Differentiable Sequence Alignment},
  journal = {IEEE Signal Processing Letters},
  year    = {2026},
  note    = {Submitted}
}

@article{ZeitlerM26_CTC_dDTW_TASLP,
   author  = {Johannes Zeitler and Meinard M{\"u}ller},
   title   = {A Unified Perspective on {CTC} and {SDTW} using Differentiable {DTW}},
   journal = {{IEEE} Transactions on Audio, Speech and Language Processing},
   year    = {2026},
   volume  = {34},
   pages   = {936--951},
   doi     = {10.1109/TASLPRO.2026.3657213}
   }

The basic toolbox architecture is based on prior work, therefore please also acknowledge:

@inproceedings{Maghoumi2021DeepNAG,
  author    = {Mehran Maghoumi and Eric M. Taranta and Joseph J. LaViola Jr.},
  title     = {DeepNAG: Deep Non-Adversarial Gesture Generation},
  booktitle = {International Conference on Intelligent User Interfaces},
  pages     = {213--223},
  year      = {2021}
}