ONEMUSIC: An Open-Source Music Dataset

ONEMUSIC is a free, open-source dataset available on Kaggle. The dataset originates from a GitHub project of the same name. The specific contents, size, and creation details are not provided in the available metadata.

Use Cases

• Train music genre classification models based on audio features.
• Develop music recommendation systems based on audio content analysis.
• Conduct research on music information retrieval using open-source data.
• Benchmark audio signal processing algorithms on music data.

Strengths

• The dataset is explicitly described as free and open-source.
• The dataset is hosted on Kaggle, a platform with established data sharing infrastructure.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Last update date is unknown; freshness unverified.

Provenance

Source

GitHub project 'OneMusic' (https://github.com/AkshatRaj00/OneMusic)

Collection Method

Unknown

Time Range

Unknown

Freshness

Last updated date is unknown.

Geography

Unknown