AI in Music Recognition involves the use of artificial intelligence to identify, analyze, and categorize various aspects of music. This encompasses tasks such as genre classification, mood detection, and instrument recognition, which are fundamental to music information retrieval (MIR)¹. These AI applications are vital for developing effective music recommendation systems and for enforcing copyright in the digital music landscape².