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English(EN) Gangqinpu: A Multi-Genre, Multi-Task Piano Dataset with Aligned Audio, MIDI, and Musical Scores

新的Gangqinpu数据集对齐了跨流派的钢琴音频、MIDI和乐谱

研究人员推出了Gangqinpu,这是一个旨在推进钢琴音乐分析和演奏建模的新数据集。该数据集包含超过18,000对乐谱-演奏对和1,000多小时的音频,并带有详细的音符级对齐和节拍标注。Gangqinpu涵盖了广泛的流派,包括流行、古典、爵士、民谣、摇滚和蓝调,并包含一个用于转录、对齐和流派标记的自动化流程。初步实验表明,Gangqinpu在MIDI到乐谱转录、表现力演奏渲染和节拍跟踪等任务方面有所改进。 AI

影响 促进了音乐转录、演奏渲染和节拍跟踪AI模型的进步。

排序理由 该集群描述了一个用于音乐分析的新学术数据集,属于研究范畴。[lever_c_demoted from research: ic=1 ai=0.7]

在 arXiv cs.AI 阅读 →

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新的Gangqinpu数据集对齐了跨流派的钢琴音频、MIDI和乐谱

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该集群描述了一个用于音乐分析的新学术数据集,属于研究范畴。[lever_c_demoted from research: ic=1 ai=0.7]
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报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Wei Zeng, Anvay Mathur, Ye Wang ·

    Gangqinpu:一个包含对齐音频、MIDI和乐谱的多流派、多任务钢琴数据集

    arXiv:2610.34694v1 Announce Type: cross Abstract: Aligned audio, performance MIDI, and musical scores provide valuable supervision for music analysis and performance modeling, yet datasets that jointly align all three modalities remain scarce and limited in scale and genre divers…