Universal Music Group operates an internal Music & Advanced Machine Learning Lab (MAML) that builds AI and machine learning tools to support artists and industry professionals, including large-scale audio AI and generative music technologies.

Founded by UMG VP of Artificial Intelligence Elio Quinton and staffed by machine learning scientists, MAML has trained large-scale models using NVIDIA's AI infrastructure. Researchers at MAML have developed technologies including the Sollos algorithms underlying Sound Therapy on Apple Music, and work on systems that understand and generate music for use in products and creative tools. MAML's work spans music information retrieval and generative audio modeling.