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  1. TrOCR for Medieval HTR: A Systematic Ablation Study with Cross-Dataset Validation

    Article • July 2026, Springer Science + Business Media

    Ph.D. Student Federico Simonetta

  2. Multimodal Domain Generalization for Depression Detection: An Attention-Based BiLSTM Network With Domain-Adversarial Training

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Student Federico Simonetta

  3. Drafting the Landscape of Computational Musicology Tools: a Survey-Based Approach

    Article • September 2025, ACM (Association for Computing Machinery)

    Ph.D. Student Federico Simonetta

  4. Experimenting Active and Sequential Learning in a Medieval Music Manuscript

    Article • August 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Student Federico Simonetta

  5. Style-Based Composer Identification and Attribution of Symbolic Music Scores: A Systematic Survey

    Article • Transactions of the International Society for Music Information Retrieval, July 2025, Ubiquity Press, Ltd.

    Ph.D. Student Federico Simonetta

  6. Joint Learning of Emotions in Music and Generalized Sounds

    Article • September 2024, ACM (Association for Computing Machinery)

    Ph.D. Student Federico Simonetta

  7. Optical Music Recognition in Manuscripts from the Ricordi Archive

    Article • September 2024, ACM (Association for Computing Machinery)

    Dr. Luca Andrea Ludovico, Rishav Mondal, Ph.D. Student Federico Simonetta

  8. A Systematic Evaluation of Adversarial Attacks against Speech Emotion Recognition Models

    Article • Intelligent Computing, January 2024, American Association for the Advancement of Science

    Ph.D. Student Federico Simonetta

  9. Lightweight Audio-Based Human Activity Classification Using Transfer Learning

    Article • January 2023, Scitepress

    Ph.D. Student Federico Simonetta

  10. Acoustics-specific Piano Velocity Estimation

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Student Federico Simonetta

  11. A perceptual measure for evaluating the resynthesis of automatic music transcriptions

    Article • Multimedia Tools and Applications, April 2022, Springer Science + Business Media

    Ph.D. Student Federico Simonetta

  12. Deep Feature Learning for Medical Acoustics

    Article • January 2022, Springer Science + Business Media

    Ph.D. Student Federico Simonetta

  13. Variational Autoencoders for Anomaly Detection in Respiratory Sounds

    Article • January 2022, Springer Science + Business Media

    Ph.D. Student Federico Simonetta

  14. Audio-to-Score Alignment Using Deep Automatic Music Transcription

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Student Federico Simonetta

  15. On the Adoption of Standard Encoding Formats to Ensure Interoperability of Music Digital Archives: The IEEE 1599 Format

    Article • November 2019, ACM (Association for Computing Machinery)

    Dr. Luca Andrea Ludovico, Ph.D. Student Federico Simonetta

  16. Using multimodality for music technology

    Article • January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Student Federico Simonetta

  17. Multimodal Music Information Processing and Retrieval: Survey and Future Challenges

    Article • January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Ph.D. Student Federico Simonetta

  18. Revealing the underlying structure of music language

    Article • September 2018, ACM (Association for Computing Machinery)

    Ph.D. Student Federico Simonetta