Scholar
Luca Comanducci
Google Scholar ID: OjADau0AAAAJ
Politecnico di Milano
Citations & Impact
Citations
447
H-index
12
i10-index
16
Publications
20
Co-authors
22
list available
Publications
Resume (English only)
Academic Achievements
- - Paper 'Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models' accepted at WASPAA 2025
- - Papers 'MambaFoley: Foley Sound Generation using Selective State-Space Models' and 'Towards HRTF Personalization using Denoising Diffusion Models' accepted at ICASSP 2025
- - Paper 'Synthetic Training Set Generation Using Text-to-Audio Models for Environmental Sound Classification' presented at the DCASE workshop
- - Papers 'Interpreting End-to-End Deep Learning Models for Speech Source Localization Using Layer-wise Relevance Propagation' and 'Room transfer function reconstruction using complex-valued neural networks and irregularly distributed microphones' published in the European Signal Processing conference
Research Experience
- - Currently working as a temporary assistant professor (Ricercatore a Tempo Determinato di tipo A) at the Department of Electronics, Information and Bioengineering (DEIB), part of the Image and Sound Processing Lab
- - Research assistant for the INTERMUSIC project
- - Member of the (REPERTORIUM) project
- - Teaching assistant in the M.Sc. in Music and Acoustic Engineering at Politecnico di Milano since 2018, for courses related to musical acoustics and creative programming
- - Member of the organizing committee of ISMIR 2023 as part of the tech team
Education
- - B.S. in Music Information Science from the University of Milan, Italy, 2014
- - M.S. in Computer Science and Engineering from Politecnico di Milano, Italy, 2018
- - Ph.D. (cum laude) in Information Engineering from Politecnico di Milano, Italy, 2022
Background
- Main research interests: application of generative models to music informatics, space-time audio signal problems, and development of techniques for human-computer interaction in musical contexts.
Miscellany
- Personal interests and other: None
