Publications

View my complete publication list on Google Scholar

  • University of Murcia - 2026 - PhD Thesis (Summa Cum Laude)

    Enriched Feedback of Classroom Dynamics Using AI

    The thesis behind MoviSound: three first-author papers on giving teachers feedback from recordings of their own classes, and the platform that let them use it.

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  • IEEE Access - Dec 2025 - First author

    Explaining Teacher Interventions in SRS-Based Classrooms

    Fine-tuned a multilingual DeBERTa model and combined it with features of the speech to classify what the teacher is doing each time they speak, with SHAP to show what drove each decision.

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  • Applied Sciences - Jun 2025 - First author

    Audio Features in Education: A Systematic Review

    Systematic review of 82 studies (2014-2024) on using audio processing in educational research.

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  • IEEE Access - Sep 2024 - First author

    Exploring AI Techniques for Generalizable Teaching Practice Identification

    Classified how a class is being taught (lecture, group work or Wooclap quizzes) from who speaks when, and tested it on teachers and classrooms the model had not seen.

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  • IEEE TALE - Nov 2023 - Co-author

    AI-Driven Teacher Analytics: Informative Insights on Classroom Activities

    Built a system to automatically analyze classroom recordings and generate insights for teachers.

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  • IEEE RITA - 2024 - Co-author

    Analyzing Wooclap's Competition Mode with AI Through Classroom Recordings

    Analyzed how student response systems work in real classrooms using multimodal AI.

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