While guitar tablature has become a popular topic in MIR research, there exists no such a guitar tablature dataset that focuses on the soundtracks of anime and video games, which have a surprisingly broad and growing audience among the youths. In this paper, we present AnimeTAB, a fingerstyle guitar tablature dataset in MusicXML format, which provides more high-quality guitar tablature for both researchers and guitar players. AnimeTAB contains 412 full tracks and 547 clips, the latter are annotated with musical structures (intro, verse, chorus, and bridge). An accompanying analysis toolkit, TABprocessor, is included to further facilitate its use. This includes functions for melody and bassline extraction, key detection, and chord labeling, which are implemented using rule-based algorithms. We evaluated each of these functions against a manually annotated ground truth. Finally, as an example, we performed a music and technique analysis of AnimeTAB using TABprocessor. Our data and code have been made publicly available for composers, performers, and music information retrieval (MIR) researchers alike.
翻译:虽然吉他标签已成为MIR研究中流行的题目,但没有这种吉他标签数据集以动脉游戏和视频游戏的音轨为重点,这些游戏在年轻人中有着令人惊讶的广泛和日益增加的听众。在本文中,我们以MusicXML格式展示了AnimeTAB,一个手指式吉他标签数据集,它为研究人员和吉他玩家提供了更高质量的吉他标签。AnimeTAB包含412个完整音轨和547个剪辑,后者配有音乐结构(Intro、verse、合唱和桥梁)的附加说明。一个配套的分析工具包,TAB处理器,包括进一步便利其使用。这包括旋律和低音提取、关键探测和合弦标签等功能,这些功能是使用基于规则的算法执行的。我们用人工附加注释的地面真理来评估这些功能中的每一项功能。最后,我们利用TABcroctor对AnimTAB进行了音乐和技术分析。我们的数据和代码被公开提供给作曲家、表演家和音乐信息检索的研究人员(MIR)。