POP909

该数据集名为POP909，包含了909首流行音乐钢琴曲目，同时提供了对应的MIDI和音频版本。每个MIDI文件包含三个轨道：第一轨是主旋律，第二轨包括副旋律和桥段，第三轨则包含了和弦与琶音的编曲。在进行实验时，这三个轨道会被合并为一个。此外，实验中对音高维度进行了数据增强。该数据集的规模为909首钢琴曲目，适用于音乐生成和分类任务。This dataset, named POP909, consists of 909 pop piano pieces, with both matching MIDI and audio versions provided. Each MIDI file contains three tracks: the first track carries the main melody, the second track encompasses the sub-melody and bridge sections, while the third track features the chord and arpeggio arrangements. During experimental procedures, these three tracks will be merged into a single track. Additionally, data augmentation is conducted on the pitch dimension in the experiments. Comprising 909 piano pieces, this dataset is applicable to music generation and classification tasks.

搜集汇总

背景与挑战

背景概述

POP909数据集包含909首流行音乐钢琴曲目，提供MIDI和音频版本，每个MIDI文件有三个轨道（主旋律、副旋律和桥段、和弦与琶音），在实验中轨道会合并并进行了音高增强，适用于音乐生成和分类任务。