anusfoil/ycuppe-midi
收藏Hugging Face2026-03-27 更新2026-03-29 收录
下载链接：
https://hf-mirror.com/datasets/anusfoil/ycuppe-midi
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资源简介：
---
license: cc-by-4.0
task_categories:
- audio-classification
tags:
- piano
- midi
- performance-assessment
- music
size_categories:
- 1K<n<10K
---
# YCU-PPE-III: Piano Performance MIDI Dataset
MIDI transcriptions of the YCU-PPE-III piano performance dataset (Wang et al.), used for **unreferenced Performance MOS (PMOS) prediction** in [EVPMR](https://github.com/anusfoil/eval-piano-midi-repr).
## Overview
- **2,627 MIDI files** transcribed from WAV recordings via [transkun](https://github.com/RongTongZi/transkun)
- **13 songs** performed by student pianists
- **2,511 performances** with ratings from 3 expert judges (0-100 scale each)
- **Labels**: normalized mean score to [0, 1]
- **Splits**: 1,757 train / 377 val / 377 test (stratified by song)
## Metadata
`metadata/metadata.csv` columns: midi_path, name, song_id, piece_cn, piece_en, judge_1, judge_2, judge_3, mean_score, label, split
## Task
Regression: given a piano performance MIDI (without reference score), predict a quality rating.
Metrics: MSE, MAE, Pearson r, Spearman rho.
## Directory Structure
```
data/{song_id}/{name}.mid # 2,627 MIDI files
metadata/splits.csv # 2,511 entries: midi_path, label, split
metadata/metadata.csv # Full metadata with judge scores + piece names
```
提供机构：
anusfoil
