🏷️ music-education
2 pages tagged with music-education(2 articles, 0 concepts)
📄 Beyond Output Metrics: Reframing AI-Assisted Vocal Pedagogy Through Human Learning and Educational Value
> **Synthesis:** Li (2026) presents a conceptual Perspective arguing that AI-assisted vocal pedagogy should be evaluated not by how precisely AI measures vocal output (pitch, stability, timing) but by…
2026-08-13 · generative-ai, feedback-loop, self-regulated-learning, metacognition, human-ai-collaboration
📄 Challenges for Musical Education in the Age of AI and Digital Transformation
> **Synthesis:** This paper maps the challenges that generative AI, streaming algorithms, and digital audio workstations pose for music education. Three converging transformations are examined: the ch…