
Train your Al with the world's largest audio library
Sound Ideas offers commercial and non-commercial licensing of sound effects and music libraries to support the development of Neural Networks (NN), Artificial Intelligence (AI), and Machine Learning (ML) systems. Our professionally curated content is ideal for training models in a variety of cutting-edge fields.

Available audio datasets
Sound Effects
• 1.2 million sound effects
• 575,000 files
• 1,200+ hours of audio
• 7+ TB of data
• 400+ curated sound libraries
• All files embedded with detailed metadata
Music
• 90,000+ royalty-free music tracks
• 1,000+ hours of music
• Over 1 TB of content
Licensing for machine learning & Al research
Our licensing options are designed to support a wide range of research and development applications, including:
- Audio Source Separation
- Speech Recognition & Processing
- Active Noise Cancellation
- Environmental Sound Classification
- Sound Perception & Recognition
- Generative Audio & Text-to-Sound Synthesis
- ML-Powered Audio Tagging and Indexing & more

Why Sound Ideas?
With vast, structured metadata and decades of professionally recorded content, Sound Ideas provides a uniquely powerful resource to enhance the accuracy and quality of your Al outputs-whether you're working in:
- Academic or Educational Research
- R&D and Innovation Labs
- Commercial Product Development
Partner with us
Looking to power your Al with industry-leading sound?
Contact us to learn more about custom licensing solutions for your Al or machine learning project.

