YM2413-MDB:一个带有情感注释的多乐器FM视频游戏音乐数据集

Eunjin Choi, Y. Chung, Seolhee Lee, JongIk Jeon, Taegyun Kwon, Juhan Nam
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引用次数: 1

摘要

现有的多乐器数据集倾向于偏向流行音乐和古典音乐。此外,它们通常缺乏高级注释,如情感标签。在本文中,我们提出了一个80年代FM视频游戏音乐数据集YM2413-MDB,它具有多标签情感注释。它包括669音频和MIDI文件的音乐,从世嘉和MSX PC游戏在80年代使用的YM2413,一个基于FM的可编程声音发生器。收集的游戏音乐由15种单音乐器和一种鼓乐器组成。它们是由YM2413声音芯片的二进制命令转换而来。每首歌曲由两名注释者标记19个情感标签,并由三名验证者验证以获得精炼的标签。我们提供了使用YM2413-MDB进行情绪识别和情绪条件符号音乐生成的基线模型和结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
YM2413-MDB: A Multi-Instrumental FM Video Game Music Dataset with Emotion Annotations
Existing multi-instrumental datasets tend to be biased toward pop and classical music. In addition, they generally lack high-level annotations such as emotion tags. In this paper, we propose YM2413-MDB, an 80s FM video game music dataset with multi-label emotion annotations. It includes 669 audio and MIDI files of music from Sega and MSX PC games in the 80s using YM2413, a programmable sound generator based on FM. The collected game music is arranged with a subset of 15 monophonic instruments and one drum instrument. They were converted from binary commands of the YM2413 sound chip. Each song was labeled with 19 emotion tags by two annotators and validated by three verifiers to obtain refined tags. We provide the baseline models and results for emotion recognition and emotion-conditioned symbolic music generation using YM2413-MDB.
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