The Fusion of AI and Music Generation: A Comprehensive Review

The integration of artificial intelligence (AI) and music generation has revolutionized the field of musical composition, ushering in a new era of creative possibilities. This comprehensive review explores two groundbreaking studies that illustrate the profound impact of AI in music: AI-driven music remixing and AI-generated music composition. The first approach employs state-of-the-art deep learning and neural network architectures to enhance music remixing by recognizing intricate audio patterns, resulting in remarkably inventive remixes. The second method harnesses generative adversarial networks (GANs) and reinforcement learning to compose original music pieces that rival human-created compositions. Both studies exemplify AI’s capacity to reshape the landscape of musical creativity, offering novel avenues for artistic expression. This paper not only examines these pioneering studies but also delves into the broader implications of AI in music, highlighting its potential to revolutionize music production and inspire a new generation of musicians.