The best part of ICML 2026 was the ML4Audio workshop: “Learning to Listen” as usual! It was my great honor and pleasure to participate in this workshop as an invited speaker, where I spoke about “Neural Speech and Audio Coding: Efficient Representations, Emerging Capabilities, and Open Challenges.”