AI 中文总结
研究针对《劲舞革命》和《狂热节拍》谱面生成难题，提出基于Transformer的ITGPT架构，相比前人工作，该架构在生成准确性和计算成本上有显著提升。
AI 中文摘要
《劲舞革命》和《狂热节拍》是由歌曲及配套编排（即谱面）组成的节奏游戏。玩家需在舞毯设备上按照歌曲谱面确定的舞步及时按下箭头。手动生成谱面耗时且困难，激发了对自动化的兴趣。我们提出了ITGPT，一种用于生成DDR/ITG谱面的新型基于Transformer的架构，并证明与之前的工作相比，在生成准确性和计算成本方面有显著改进。
英文摘要
Dance Dance Revolution and In the Groove are rhythm games 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. The process of manual chart generation is timestaking and difficult, motivating interest in automation. We propose ITGPT, a new transformer based architecture for the generation of DDR/ITG charts, and demonstrate significant improvements to generation accuracy and computational cost in comparison to predecessor work.
Comments14 pages, 11 figures, 2 tables + appendix
