English

Dance Dance ConvLSTM

Machine Learning 2025-07-03 v1

Abstract

\textit{Dance Dance Revolution} is a rhythm game consisting of songs and accompanying choreography, referred to as charts. Players press arrows on a device referred to as a dance pad in time with steps determined by the song's chart. In 2017, the authors of Dance Dance Convolution (DDC) developed an algorithm for the automatic generation of \textit{Dance Dance Revolution} charts, utilizing a CNN-LSTM architecture. We introduce Dance Dance ConvLSTM (DDCL), a new method for the automatic generation of DDR charts using a ConvLSTM based model, which improves upon the DDC methodology and substantially increases the accuracy of chart generation.

Cite

@article{arxiv.2507.01644,
  title  = {Dance Dance ConvLSTM},
  author = {Miguel O'Malley},
  journal= {arXiv preprint arXiv:2507.01644},
  year   = {2025}
}

Comments

15 pages, 9 figures, 4 tables

R2 v1 2026-07-01T03:43:08.230Z