Curated Training Data For Generative AI Audio Models
We are the world’s largest independent provider of ethical, specialised, multi-genre, stem-level audio AI training datasets.
Mixed Vocals
Each track includes both wet (processed) and dry (unprocessed) vocal stems, enabling models to learn the nuances of singing
Diverse Catalogue
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.
Multi-Genre
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.
100% Human
Our datasets are fully human-made to ensure authenticity and superior model performance. Synthetic data has no place in our training process.
Full Stems
Complete audio tracks with authentic stems (vocals, drums, guitar, etc.) are provided to teach AI models
how music truly works.
File Naming
All files follow clear and consistent naming conventions to simplify integration, with custom formats available as needed.
Exclusive Ownership
We have exclusive rights for our full catalog. That is why nobody else has access to the proprietary AI training datasets we manage.
Detailed Metadata
Every detail is verified by our in-house sound engineers to ensure annotations are accurate, reliable, and ready for advanced training.
MIDI Files
MIDI datasets are included in the datasets, offering flexibility and precision for AI models to adapt across instruments.
Transforming Raw Audio Into AI-Ready Datasets
We collaborate with major content holders to transform their audio libraries into AI-ready datasets to train their internal models or generate revenue through licensing to external partners.
Your Raw Audio
Audio Cleaning
Metadata Annotation
Metadata Standardization
Metadata Enrichment
Testing and Grading
Quality Assurance
