teaching

Supervised Students

  • Ongoing
    Multimodal Music Mood Classification
    • T. Bernardini. MSc thesis, University of Bologna.
  • 2026
    Bridging the Lexical-Semantic Gap in Music Discovery: The Reranker as a Foundational Enabler for Hybrid Agentic RAG Architectures
    • C. Merola. MSc thesis, University of Bologna. Co-supervised with P. Torroni & M.S. Tavella. [link]
  • 2025
    A Comparative Study of Multimodal Deep Learning Architectures for Depression Detection
    • A.F. Nurfirdausi. MSc thesis, University of Bologna. Co-supervised with P. Torroni.
  • 2023
    Emotion Recognition for Human-Centered Conversational Agents
    • L. Bolognini. MSc thesis, University of Bologna. Co-supervised with P. Torroni. [link]

Teaching Assistant

  • 2022–25
    Natural Language Processing
    • MSc Artificial Intelligence, University of Bologna.
  • 2022–24
    Real Time Systems for Automation
    • MSc Computer Engineering, University of Bologna.
  • 2023–24
    Python Programming
    • BSc Genomics, University of Bologna.
  • 2021–22
    Computer Science
    • BSc Mathematics, University of Bologna.