GuitarSet

Accompanying website and repository are here. If you make use of GuitarSet for academic purposes, please cite the following publication: Q. Xi, R. Bittner, J. Pauwels, X. Ye, and J. P. Bello, "Guitarset: A Dataset for Guitar Transcription", in 19th International Society for Music Information Retrieval Conference, Paris, France, Sept. 2018. This project was lead by Qingyang Xi at NYU's Music and Audio Research Lab, along with Rachel Bittner, Xuzhou Ye and Juan Pablo Bello from the same lab, as well as Johan Pauwels at the Center for Digital Music at Queen Mary University. We present GuitarSet, a dataset that provides high-quality guitar recordings alongside rich annotations and metadata. In particular, by recording guitars using a hexaphonic pickup, we are able to not only provide recordings of the individual strings but also to largely automate the expensive annotation process, therefore providing rich annotation. The dataset contains recordings of a variety of musical excerpts played on an acoustic guitar, along with time-aligned annotations of pitch contours, string and fret positions, chords, beats, downbeats, and playing style. N.B. Known Errors: Incorrect timings in two annotations Thanks to @xavriley Duplicated note in one MIDI annotation Thanks to @maxpv

配套的官方网站与代码仓库已公开。若出于学术研究目的使用GuitarSet数据集，请引用以下文献：Q. Xi、R. Bittner、J. Pauwels、X. Ye 及 J. P. Bello，《GuitarSet: A Dataset for Guitar Transcription》，发表于2018年9月于法国巴黎举办的第19届国际音乐信息检索会议。本项目由纽约大学（NYU）音乐与音频研究实验室的席庆阳牵头，同实验室的瑞秋·比特纳、徐洲叶以及胡安·巴勃罗·贝略，与伦敦玛丽女王大学数字音乐中心的约翰·鲍尔斯共同参与完成。我们推出的GuitarSet数据集，提供高质量吉他录音与丰富的标注及元数据。具体而言，通过使用六弦拾音器（hexaphonic pickup）录制吉他，我们不仅可以获取单根琴弦的独立录音，还能大幅简化成本高昂的人工标注流程，进而提供覆盖维度更全面的标注内容。本数据集包含多款在原声吉他上演奏的音乐片段录音，搭配与时间轴对齐的音高轮廓、琴弦与品丝位置、和弦、节拍、重拍以及演奏风格的标注信息。备注：已知问题：两处标注存在时序错误，感谢@xavriley；一条MIDI标注中存在重复音符，感谢@maxpv。

搜集汇总

背景与挑战

背景概述

GuitarSet是一个高质量的吉他录音数据集，包含六音拾音器录制的单个弦录音和丰富的自动化注释，如音高轮廓、弦和品位置、和弦、节拍等。数据集适用于音乐信息检索和吉他转录研究。