Stefano Giacomelli
PhD Student
Publications (10)
20262
torch-dae: an AI skill-based framework for Audio Embedding Models
Zenodo (CERN European Organization for Nuclear Research)
From General-Purpose Audio Tagging to Real-Time Emergency Vehicle Siren Detection
S. Giacomelli, M. Giordano, C. Rinaldi, F. Graziosi
IEEE Transactions on Audio Speech and Language Processing, vol. 34, pp. 3428-3444
20255
The Musical Metaverse Research Project a MusicTech Survey
S. Giacomelli, A. D. Scipio, C. Rinaldi
2025 IEEE 6th International Symposium on the Internet of Sounds (IS2), pp. 1-10
Beyond Marketing: a Holistic Analysis of 3D Audio Workflows for Live Music Production
C. Rinaldi, S. Giacomelli, T. Salvi, M. Galbiati, C. Centofanti, F. Graziosi
2025 IEEE 6th International Symposium on the Internet of Sounds (IS2), pp. 1-10
Design and Deployment of a Standard Framework for Audio Neural Networks Embedding Models
S. Giacomelli, C. Centofanti, F. Graziosi, C. Rinaldi
2025 IEEE Symposium on Computers and Communications (ISCC), pp. 1-6
AudioSet-tools: a Python framework for taxonomy-aware AudioSet curation and reproducible audio research
S. Giacomelli, M. Giordano, C. Rinaldi, F. Graziosi
EURASIP Journal on Audio Speech and Music Processing, vol. 2026, no. 1
Real-Time Emergency Vehicle Siren Detection with Efficient CNNs on Embedded Hardware
M. Giordano, S. Giacomelli, C. Rinaldi, F. Graziosi
2025 IEEE 6th International Symposium on the Internet of Sounds (IS2), pp. 1-10
20243
The OCON model: an old but gold solution for distributable supervised classification
S. Giacomelli, M. Giordano, C. Rinaldi
2024 IEEE Symposium on Computers and Communications (ISCC), pp. 1-7
The OCON Model: An Old but Green Solution for Distributable Supervised Classification for Acoustic Monitoring in Smart Cities
S. Giacomelli, M. Giordano, C. Rinaldi
2024 IEEE 5th International Symposium on the Internet of Sounds (IS2), pp. 1-10
Remote Immersive Audio Production: State of the Art Implementation, Challenges, and Improvements
S. Giacomelli, C. Centofanti, J. Santos, M. Galbiati, T. Salvi, F. Graziosi, C. Rinaldi
2024 IEEE 5th International Symposium on the Internet of Sounds (IS2), pp. 1-10