Francesca Ronchini

PhD student @IsplPolimi - @polimi
Former AI Research Intern @BoschResearch
Exploring text-based generative models for audio and music applications

[arXiv Sound @ArxivSound]

Francisco Messina, Francesca Ronchini, Luca Comanducci, Paolo Bestagini, Fabio Antonacci, "Mitigating data replication in text-to-audio generative diffusion models through anti-memorization guidance," https://t.co/FHE9sxSqFt

[Jannik Sinner @janniksin]

Happy to be back 👋🏻 #RolandGarros

[Francesca Ronchini @FraRonchini]

Energy consumption of 7 text-to-audio diffusion models was analyzed, identifying the trade-off between audio quality and energy usage at inference time by finding Pareto-optimal solutions.

[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]

``TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining,'' Paul Primus, Florian Schmid, Gerhard Widmer, https://t.co/Li9aBBbHae

[DCASE Challenge @DCASE_Challenge]

The tasks for DCASE challenge 2025 have been announced.

https://t.co/3tX8apIlHW

Stay tuned for more details.

[Yixiao Zhang @Yixiao_Zhang_]

I find the https://t.co/W3pFtljxGq lab information is not always up-to-date, so I decide to run a new COMPLETE list of MIR labs.

Features (goals):
⭐️ Research topics
⭐️ PI, active students & alnumi
⭐️ Distinguish active & inactive labs
⭐️ Map view

https://t.co/LjJzS6ozIF

[Francesca Ronchini @FraRonchini]

I am so grateful and honored to receive this grant!
Thanks for the trust!

[IEEE Signal Processing Society @IEEEsps]

🌟The IEEE Signal Processing Society (SPS) is proud to announce the 2024 class of SPS Scholarship recipients!

🌟Read about their expressed interest and commitment to pursuing signal processing education and real-world career experiences at https://t.co/FeDvIihcSg.

[Francesca Ronchini @FraRonchini]

It’s time for @milanomusicweek and @linecheck_it! I’ll be hosting a hands-on workshop on gender-friendly music recommendation systems!
🎶Join us to help shape a more #inclusive #music #industry 👉 https://t.co/iN7QD4SNFr
#DiversityInMusic #InclusiveTech

[Francesca Ronchini @FraRonchini]

In this study, we explore how text-to-audio models can generate #synthetic #datasets to train data-driven sound recognition models.
Check out the study, results, and conclusions in the article! If you have questions, feedback, or want to discuss this further, reach out!

[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

[roser batlle roca @roserbatlleroca]

📢 Call to all #MIRCommunity!

Have you ever wondered what an open model means? Help us shape the definition of open models in generative AI for music by taking our survey — just 10 minutes!

👉 https://t.co/PBGS7IsSxz

thank you 💫

[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

[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/nNapMjgoTi

[Repertorium @Repertorium_AI]

We’re excited to share that Repertorium project members @FraRonchini, @LucaComan, Fabio Antonacci and @M_Pexx from @polimi are presenting their latest research at the European Signal Processing Conference (EUSIPCO), currently taking place in Lyon!

https://t.co/bwpkhgtgak

[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

[Emmanouil Benetos @emmanouilb]

📢Job opening: Research Assistant / Postdoctoral Research Assistant in music information research @c4dm @QMEECS on a project funded by @innovateuk

Closing date: 31 August 2024 - more info: https://t.co/c73Cmo4gfO

[Francesca Ronchini @FraRonchini]

Always happy and open to chat more, so DM me in case you have any questions or like to discuss it further!

[Francesca Ronchini @FraRonchini]

Today I will present part of my research at #Deep #Learning for #MIR workshop series at CCRMA @Stanford 👉 https://t.co/uth5Qq3ozT

The talk will focus on #opportunities and #challenges of incorporating #text-#to-#music #generative #models into music production practices.

(1/n)

[Francesca Ronchini @FraRonchini]

Additionally, I will present the results of a #human-#centered #Music #Information #Retrieval (MIR) study aimed at understanding how text-to-music generative models can be practically integrated into the artistic practices of musicians and music professionals.
(2/n)

[roser batlle roca @roserbatlleroca]

happy to announce that MiRA is out!💫

MiRA (Music Replication Assessment) is an open model-independent tool to assess audio data replication of the training set 🎶🔧🤖👀

installable as a PyPI package 🎁

https://t.co/92QqAs6fd9