Dance Dance ConvLSTM

$\mathit{\text{Dance}}\mathit{\text{Dance}}\mathit{\text{Revolution}}$ 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 $\mathit{\text{Dance}}\mathit{\text{Dance}}\mathit{\text{Revolution}}$ 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.