FoL 2026
AIED

MusicTutor: Facilitating Goal-Oriented Singing Practice via Multi-Agent Tutoring Framework

Fri Jul 3, 11:10 AM–11:35 AM · North 209
★ Notable speakers
Zitao Liu — Deep learning for knowledge tracing; pyKT benchmark library; AI-powered adaptive learning at scale

MusicTutor uses a multi-agent framework to guide learners through goal-oriented singing practice with structured feedback.

Authors

Tengteng Cheng, Xueyi Li, Teng Guo, Mingliang Hou, Zitao Liu, Weiqi Luo