Luca Comanducci

Francesca Ronchini, Luca Comanducci, Simone Marcucci, Fabio Antonacci, "AI-Assisted Music Production: A User Study on Text-to-Music Models," arxiv.org/abs/2509.23364

An urgent message from The Wire magazine Running an independent music magazine is becoming increasingly difficult. We need your support thewire.co.uk/in-writing/ess…

Glad to have been presented the FakeMusicCaps dataset and the risks and issues behind deepfake music detection! Link to the paper --> arxiv.org/pdf/2409.10684 Link to the dataset --> zenodo.org/records/150636… #AIMusic #GenerativeAI #Deepfake #AI #GenerativeMusic @IsplPolimi

``Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models,'' Riccardo Passoni, Francesca Ronchini, Luca Comanducci, Romain Serizel, Fabio Antonacci, ift.tt/DNEBwqO

``Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification,'' Francesca Ronchini, Ho-Hsiang Wu, Wei-Cheng Lin, Fabio Antonacci, ift.tt/CV32Urk

``Towards HRTF Personalization using Denoising Diffusion Models,'' Juan Camilo Albarrac\'in S\'anchez, Luca Comanducci, Mirco Pezzoli, Fabio Antonacci, ift.tt/6sMuYmK

I have shared our latest research, "Synthetic Training Set Generation Using #TextToAudio Models for Environmental #Sound Classification" at #DCASE2024 in Tokyo last month! 📝 Article: shorturl.at/0KW55 🔸 Slides: shorturl.at/oK0tP

``FakeMusicCaps: a Dataset for Detection and Attribution of Synthetic Music Generated via Text-to-Music Models,'' Luca Comanducci, Paolo Bestagini, Stefano Tubaro, ift.tt/eiqoFjI

``MambaFoley: Foley Sound Generation using Selective State-Space Models,'' Marco Furio Colombo, Francesca Ronchini, Luca Comanducci, Fabio Antonacci, ift.tt/dh1eEBF

The #ICASSP2025 paper submission deadline is 9 September 2024. No new submissions will be accepted after this deadline. However, you may update the submitted paper until September 12. The title, author list and EDICS of the submitted paper cannot be changed.

Our paper “Room Transfer Function Reconstruction Using #Complex-#Valued #Neural #Networks and Irregularly Distributed Microphones” will be presented at #EUSIPCO2024! I won't be able to attend but DM me if you want to know more! Preprint 👉 shorturl.at/MW8JZv

Together with @LucaComan, we conducted a user experience study of #creative #interaction with #text-to-#music models to understand more about #human-#AI #collaboration with these tools. Preprint: arxiv.org/pdf/2407.04333 Additional material: paguri-ismir-2024.github.io/PAGURI/ (1/n)

Interesting to see exploring the use of #AI-#generated #synthetic #data for various tasks. Can we trust them to train other models? I've done a similar study in the #audio domain: arxiv.org/pdf/2403.17864 Our conclusions are similar, but the results are interesting!

``Synthetic training set generation using text-to-audio models for environmental sound classification,'' Francesca Ronchini, Luca Comanducci, Fabio Antonacci, ift.tt/piUXYv0

``PAGURI: a user experience study of creative interaction with text-to-music models,'' Francesca Ronchini, Luca Comanducci, Gabriele Perego, Fabio Antonacci, ift.tt/TQZKjL5

Here is me presenting “Crafting Music and Audio via Textual Descriptions: exploring the Future Evolution of Music Production and Audio Content Generation” written with @FraRonchini. youtube.com/live/2CUoe2YJ8… #AIMusic #AI #MusicAI #GenerativeMusic @IsplPolimi

@LucaComan and I will present "Crafting Music and Audio via Textual Descriptions: Exploring the Future Evolution of Music Production and Audio Content Generation" tomorrow at "Artificial Creativity", Panel IV. Livestream here 👉 youtube.com/watch?v=2CUoe2…

I'll be presenting a paper on XAI and speech source localization at #ICASSP24 XAI-SA workshop (15/04) It will not be part of the proceedings, but you can find online 📜 paper arxiv.org/pdf/2404.03436… 💻 code github.com/lucacoma/XAISr… 📢 examples lucacoma.github.io/XAISrcLoc/

Thrilled to share #Lyria, the world's most sophisticated AI music generation system. From just a text prompt Lyria produces compelling music & vocals. Also: building new Music AI tools for artists to amplify creativity in partnership w/YT & music industry deepmind.google/discover/blog/…

@ieeeICASSP Submission system seems to be broken, stuck at "author entry".

Last chance! Submit a paper for #ICASSP2022 by October 6, 2021. Learn more about all conference topics and submission guidelines here: hubs.la/H0YJFb40