Foto del docente

Eleonora Mancini

PhD Student

Department of Computer Science and Engineering

Borsista di Ricerca - Post

Department of Computer Science and Engineering

Teaching tutor

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Curriculum vitae

PhD Candidate in Computer Science and Engineering focusing on multimodal AI for speech, language, and music processing with emphasis on interpretability and trustworthy human expression understanding.

Keywords:
Multimodal Learning, Speech Processing, NLP, Explainable AI, Audio ML, Music Information Retrieval, Argument Mining, Clinical Speech Analysis.

Education:

  • Bachelor's degree in "Computer Engineering" at University of Bologna (2019)
  • Master's degree with honors in "Artificial Intelligence" at University of Bologna (2021)
  • PhD Candidate in "Computer Science and Engineering" at University of Bologna (expected March 2026)

Experience:

  • Visiting Researcher at Sony AI, Barcelona – ASR+LLMs for lyrics representations and multimodal version identification (2025)
  • Visiting Researcher and Alumni at Mila – Quebec AI Institute, SpeechBrain group – Interpretability in speech analysis (2023-present)
  • Principal Investigator of HumanE-AI-Net micro-project for fairness and diversity in speech datasets for mental health and neurological disorders research (2024)
  • Research Fellow at Language Technologies Lab, DISI – University of Bologna – GDPR privacy policy analysis (2022)
  • Research Intern at i2CAT Foundation, Barcelona – Speech emotion recognition for public transport safety (2021)
  • Teaching Assistant in NLP, Real Time Systems, Python Programming, and Computer Science at University of Bologna (2021–present)

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