Luca Comanducci

Research Fellow (RTDA), @IsplPolimi @polimi Machine Learning applied to Audio & Music (He/Him)

[arXiv Sound @ArxivSound]

Francesca Ronchini, Luca Comanducci, Simone Marcucci, Fabio Antonacci, "AI-Assisted Music Production: A User Study on Text-to-Music Models," https://t.co/HDy63Rj9G6

[The Wire Magazine @thewiremagazine]

An urgent message from The Wire magazine

Running an independent music magazine is becoming increasingly difficult. We need your support

https://t.co/OMFjv8HUy0

[Luca Comanducci @LucaComan]

Glad to have been presented the FakeMusicCaps dataset and the risks and issues behind deepfake music detection!

Link to the paper --> https://t.co/WgAy8kfLk2
Link to the dataset --> https://t.co/RRF0XPHueR

#AIMusic #GenerativeAI #Deepfake #AI #GenerativeMusic @IsplPolimi

[Scienceline @scienceline]

The rise of text-to-music platforms like Suno and Udio has prompted researchers to develop systems that flag AI-generated music, @laur_insider reports. Test your own detection skills with our interactive game. https://t.co/tMhtSOX1NE

[arXiv Sound @ArxivSound]

``Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models,'' Riccardo Passoni, Francesca Ronchini, Luca Comanducci, Romain Serizel, Fabio Antonacci, https://t.co/VYsj4RG6Qm

[arXiv Sound @ArxivSound]

``Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification,'' Francesca Ronchini, Ho-Hsiang Wu, Wei-Cheng Lin, Fabio Antonacci, https://t.co/Uj79FpKqK6

[arXiv Sound @ArxivSound]

``Towards HRTF Personalization using Denoising Diffusion Models,'' Juan Camilo Albarrac\'in S\'anchez, Luca Comanducci, Mirco Pezzoli, Fabio Antonacci, https://t.co/P1vNlrwrpR

[Francesca Ronchini @FraRonchini]

I have shared our latest research, "Synthetic Training Set Generation Using #TextToAudio Models for Environmental #Sound Classification" at #DCASE2024 in Tokyo last month!

📝 Article: https://t.co/SiYGBtbg5E
🔸 Slides: https://t.co/Y8wPiWFJBA

[arXiv Sound @ArxivSound]

``FakeMusicCaps: a Dataset for Detection and Attribution of Synthetic Music Generated via Text-to-Music Models,'' Luca Comanducci, Paolo Bestagini, Stefano Tubaro, https://t.co/ZCT6pvAr6x

[arXiv Sound @ArxivSound]

``MambaFoley: Foley Sound Generation using Selective State-Space Models,'' Marco Furio Colombo, Francesca Ronchini, Luca Comanducci, Fabio Antonacci, https://t.co/l4BJWa7xUk

[IEEE ICASSP @ieeeICASSP]

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.

[Francesca Ronchini @FraRonchini]

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 👉 https://t.co/SOBtzDFsZ4

[Francesca Ronchini @FraRonchini]

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: https://t.co/dUc7DI2B2U
Additional material: https://t.co/fjI2kCsqUz

(1/n)

[Francesca Ronchini @FraRonchini]

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: https://t.co/OtS0w9s7ua

Our conclusions are similar, but the results are interesting!

[arXiv Sound @ArxivSound]

``Synthetic training set generation using text-to-audio models for environmental sound classification,'' Francesca Ronchini, Luca Comanducci, Fabio Antonacci, https://t.co/peiTexyca4

[arXiv Sound @ArxivSound]

``PAGURI: a user experience study of creative interaction with text-to-music models,'' Francesca Ronchini, Luca Comanducci, Gabriele Perego, Fabio Antonacci, https://t.co/8c1QRiCtMy

[Luca Comanducci @LucaComan]

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.
https://t.co/BOORa2YeTe
#AIMusic #AI #MusicAI #GenerativeMusic @IsplPolimi

[Francesca Ronchini @FraRonchini]

@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 👉 https://t.co/VHU4mUdQJe

[Luca Comanducci @LucaComan]

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 https://t.co/ZTNkyNZJ8p
💻 code https://t.co/hKgkRfui61
📢 examples https://t.co/VAErs2U0e2

[Demis Hassabis @demishassabis]

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 https://t.co/CMttmLPjoC

[Luca Comanducci @LucaComan]

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