Sound Event Localization and Detection Based on CRNN using Rectangular Filters and Channel Rotation Data Augmentation. - Francesca Ronchini; Daniel Arteaga; Andrés Pérez-López (DCASE, 2020)

The Impact of Non-Target Events in Synthetic Soundscapes for Sound Event Detection. - Francesca Ronchini; Romain Serizel; Nicolas Turpault; Samuele Cornell (DCASE, 2021)

Description and Analysis of Novelties Introduced in DCASE Task 4 2022 on the Baseline System. - Francesca Ronchini; Samuele Cornell; Romain Serizel; Nicolas Turpault; Eduardo Fonseca; Daniel P. W. Ellis (DCASE, 2022)

A Benchmark of State-of-the-Art Sound Event Detection Systems Evaluated on Synthetic Soundscapes. - Francesca Ronchini; Romain Serizel (ICASSP, 2022)

Room Transfer Function Reconstruction Using Complex-valued Neural Networks and Irregularly Distributed Microphones. - Francesca Ronchini; Luca Comanducci; Mirco Pezzoli; Fabio Antonacci; Augusto Sarti (EUSIPCO, 2024)

Performance and Energy Balance: A Comprehensive Study of State-of-the-Art Sound Event Detection Systems. - Francesca Ronchini; Romain Serizel (ICASSP, 2024)

Synthesizing Soundscapes: Leveraging Text-to-Audio Models for Environmental Sound Classification. - Francesca Ronchini; Luca Comanducci; Fabio Antonacci (CoRR, 2024)

PAGURI: a user experience study of creative interaction with text-to-music models. - Francesca Ronchini; Luca Comanducci; Gabriele Perego; Fabio Antonacci (CoRR, 2024)

MambaFoley: Foley Sound Generation using Selective State-Space Models. - Marco Furio Colombo; Francesca Ronchini; Luca Comanducci; Fabio Antonacci (ICASSP, 2025)

Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification. - Francesca Ronchini; Ho-Hsiang Wu; Wei-Cheng Lin; Fabio Antonacci (ICASSP Workshops, 2025)

Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models. - Riccardo Passoni; Francesca Ronchini; Luca Comanducci; Romain Serizel; Fabio Antonacci (CoRR, 2025)

Mitigating data replication in text-to-audio generative diffusion models through anti-memorization guidance. - Francisco Messina; Francesca Ronchini; Luca Comanducci; Paolo Bestagini; Fabio Antonacci (CoRR, 2025)

AI-Assisted Music Production: A User Study on Text-to-Music Models. - Francesca Ronchini; Luca Comanducci; Simone Marcucci; Fabio Antonacci (CoRR, 2025)