AI for Multitrack Music Mixing

Music Mixing is essential in post-production, demanding both technical expertise and creativity to achieve professional results. This workshop explores recent advancements in automatic mixing, particularly deep learning-based approaches utilizing large datasets, black-box processing and innovative techniques like differentiable mixing consoles. Through a hands-on session with code examples, participants will learn about building, training, and evaluating these systems. Topics include intelligent music production, contextual importance in mixing, and system design challenges. Aimed towards researchers and professionals in digital audio processing, this workshop serves as an entry point for those new to deep learning methods for music post-production methods. The participation of the DAFx community is crucial as we collectively shape the future of AI-driven music mixing.