Frequently Asked Questions

Yes. Our sample packs, whether created by human artists or our own AI models, are provided on a royalty-free basis. With a verified purchase or free download, you are granted a royalty-free license, allowing you to use our samples or MIDI for both commercial and non-commercial purposes. This applies to both paid items and free downloads.

We accept payments through PayPal, Stripe, Apple Pay, and Google Pay.

We offer open-source model architectures available on GitHub that you can train if you have the necessary technical skills and data. If you're not familiar with training models or would prefer us to handle it, we offer model customization services and can provide a quote estimation. If you're interested, please get in touch with us.

Yes, you can use WaivOps datasets for your music production! All datasets are licensed under Creative Commons Attribution 4.0 International (CC BY 4.0), which allows you to share, remix, and build upon the datasets for commercial and non-commercial projects. However, you are required to give proper attribution to the original creators.

We're ambitious and dedicated artists, audio engineers, sound designers, and music curators focused on composing and publishing large-scale datasets for ML applications in music. We offer training programs and technical assistance to help build creative back-end workflows for the next wave of AI-driven music production.

If this is you, send us an email with your credentials. We look forward to connecting with you.

Yes, we offer commercial solutions for AI companies, developers and sound labels seeking to scale their training data and audio production through licensing and subscription programs. Our innovative workflows and back-end platform can efficiently generate audio and MIDI outputs into the millions, with custom sounds, musical styles and labeling, ensuring high-quality and coherent content. For inquiries or demo examples, please contact our sales team via the contact form.