From hip-hop to trap, K-pop and beyond, our global network of rights holders provides multi-genre training data with unmatched depth in every style.

Complete audio tracks with authentic stems (vocals, drums, guitar, etc.) are provided to teach AI models how music truly works.

Each track includes both wet (processed) and dry (unprocessed) vocal stems, enabling models to learn the nuances of singing 

Every detail is verified by our in-house sound engineers to ensure annotations are accurate, reliable, and ready for advanced training.

MIDI datasets are included in the datasets, offering flexibility and precision for AI models to adapt across instruments

Genre and style are essential to creating the right sound. We provide over 30 global and region-specific music styles and genres, ensuring a diverse selection tailored to various needs.

Our datasets are fully human-made to ensure authenticity and superior model performance. Synthetic data has no place in our training process.

All files follow clear and consistent naming conventions to simplify integration, with custom formats available as needed.

We have exclusive rights for our full catalog. That is why nobody else has access to the proprietary AI training datasets we manage.