Datasets:
license: mit
task_categories:
- audio-classification
language:
- en
tags:
- music
- art
pretty_name: Piano Sound Quality Database
size_categories:
- n<1K
Dataset Card for Piano Sound Quality Database
Requirements
python 3.8-3.10
soundfile
librosa
Usage
from datasets import load_dataset
data = load_dataset("ccmusic-database/piano_sound_quality", split="5_Kawai")
labels = data.features['label'].names
for item in data:
print('audio info: ', item['audio'])
print('label name: ' + labels[item['label']])
Maintenance
git clone git@hf.co:datasets/ccmusic-database/piano_sound_quality
Dataset Description
- Homepage: https://ccmusic-database.github.io
- Repository: https://huggingface.co/datasets/CCMUSIC/piano_sound_quality
- Paper: https://doi.org/10.5281/zenodo.5676893
- Leaderboard: https://ccmusic-database.github.io/team.html
- Point of Contact: N/A
Dataset Summary
This database contains 12 full-range audio files (.wav/.mp3/.m4a format) of 7 models of piano (KAWAI upright piano, KAWAI grand piano, Yingchang upright piano, Xinghai upright piano, Grand Theatre Steinway piano, Steinway grand piano, Pearl River upright piano) and 1320 split monophonic audio files (. wav/.mp3/.m4a format), for a total of 1332 files.
A score sheet (.xls format) of the piano sound quality rated by 29 people who participated in the subjective evaluation test is also included.
Supported Tasks and Leaderboards
Piano Sound Classification
Languages
English
Dataset Structure
Data Instances
.wav
Data Fields
1_PearlRiver
2_YoungChang
3_Steinway-T
4_Hsinghai
5_Kawai
6_Steinway
7_Kawai-G
8_Yamaha
Data Splits
train, validation, test
Dataset Creation
Curation Rationale
Lack of a dataset for piano sound quality
Source Data
Initial Data Collection and Normalization
Zhaorui Liu, Shaohua Ji, Monan Zhou
Who are the source language producers?
Students from CCMUSIC
Annotations
Annotation process
This database contains 12 full-range audio files (.wav/.mp3/.m4a format) of 7 models of piano (KAWAI upright piano, KAWAI grand piano, Yingchang upright piano, Xinghai upright piano, Grand Theatre Steinway piano, Steinway grand piano, Pearl River upright piano)
Who are the annotators?
Students from CCMUSIC
Personal and Sensitive Information
None
Considerations for Using the Data
Social Impact of Dataset
Help developing piano sound quality rating apps
Discussion of Biases
Only for pianos
Other Known Limitations
No black key in Steinway
Additional Information
Dataset Curators
Zijin Li
Licensing Information
MIT License
Copyright (c) 2023 CCMUSIC
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Citation Information
@dataset{zhaorui_liu_2021_5676893,
author = {Zhaorui Liu, Monan Zhou, Shenyang Xu and Zijin Li},
title = {{Music Data Sharing Platform for Computational Musicology Research (CCMUSIC DATASET)}},
month = nov,
year = 2021,
publisher = {Zenodo},
version = {1.1},
doi = {10.5281/zenodo.5676893},
url = {https://doi.org/10.5281/zenodo.5676893}
}
Contributions
Provide a dataset for piano sound quality