Francesca Ronchini

22 papers Misc 3Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI-Assisted Music Production: A User Study on Text-to-Music Models.
CoRR
Francesca Ronchini, Luca Comanducci, Simone Marcucci, Fabio Antonacci
2025 — conf
Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models.
WASPAA
Riccardo Passoni, Francesca Ronchini, Luca Comanducci, Romain Serizel, Fabio Antonacci
2025 J jnl
Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models.
CoRR
Riccardo Passoni, Francesca Ronchini, Luca Comanducci, Romain Serizel, Fabio Antonacci
2025 Misc conf
MambaFoley: Foley Sound Generation using Selective State-Space Models.
ICASSP
Marco Furio Colombo, Francesca Ronchini, Luca Comanducci, Fabio Antonacci
2025 — conf
Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification.
ICASSP Workshops
Francesca Ronchini, Ho-Hsiang Wu, Wei-Cheng Lin, Fabio Antonacci
2025 J jnl
Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification.
CoRR
Francesca Ronchini, Ho-Hsiang Wu, Wei-Cheng Lin, Fabio Antonacci
2025 J jnl
Mitigating data replication in text-to-audio generative diffusion models through anti-memorization guidance.
CoRR
Francisco Messina, Francesca Ronchini, Luca Comanducci, Paolo Bestagini, Fabio Antonacci
2024 J jnl
MambaFoley: Foley Sound Generation using Selective State-Space Models.
CoRR
Marco Furio Colombo, Francesca Ronchini, Luca Comanducci, Fabio Antonacci
2024 J jnl
PAGURI: a user experience study of creative interaction with text-to-music models.
CoRR
Francesca Ronchini, Luca Comanducci, Gabriele Perego, Fabio Antonacci
2024 Misc conf
Performance and Energy Balance: A Comprehensive Study of State-of-the-Art Sound Event Detection Systems.
ICASSP
Francesca Ronchini, Romain Serizel
2024 — conf
Room Transfer Function Reconstruction Using Complex-valued Neural Networks and Irregularly Distributed Microphones.
EUSIPCO
Francesca Ronchini, Luca Comanducci, Mirco Pezzoli, Fabio Antonacci, Augusto Sarti
2024 J jnl
Room transfer function reconstruction using complex-valued neural networks and irregularly distributed microphones.
CoRR
Francesca Ronchini, Luca Comanducci, Mirco Pezzoli, Fabio Antonacci, Augusto Sarti
2024 J jnl
Synthesizing Soundscapes: Leveraging Text-to-Audio Models for Environmental Sound Classification.
CoRR
Francesca Ronchini, Luca Comanducci, Fabio Antonacci
2023 J jnl
Performance and energy balance: a comprehensive study of state-of-the-art sound event detection systems.
CoRR
Francesca Ronchini, Romain Serizel
2022 Misc conf
A Benchmark of State-of-the-Art Sound Event Detection Systems Evaluated on Synthetic Soundscapes.
ICASSP
Francesca Ronchini, Romain Serizel
2022 J jnl
A benchmark of state-of-the-art sound event detection systems evaluated on synthetic soundscapes.
CoRR
Francesca Ronchini, Romain Serizel
2022 — conf
Description and Analysis of Novelties Introduced in DCASE Task 4 2022 on the Baseline System.
DCASE
Francesca Ronchini, Samuele Cornell, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Daniel P. W. Ellis
2022 J jnl
Description and analysis of novelties introduced in DCASE Task 4 2022 on the baseline system.
CoRR
Francesca Ronchini, Samuele Cornell, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Daniel P. W. Ellis
2021 — conf
The Impact of Non-Target Events in Synthetic Soundscapes for Sound Event Detection.
DCASE
Francesca Ronchini, Romain Serizel, Nicolas Turpault, Samuele Cornell
2021 J jnl
The impact of non-target events in synthetic soundscapes for sound event detection.
CoRR
Francesca Ronchini, Romain Serizel, Nicolas Turpault, Samuele Cornell
2020 — conf
Sound Event Localization and Detection Based on CRNN using Rectangular Filters and Channel Rotation Data Augmentation.
DCASE
Francesca Ronchini, Daniel Arteaga, Andrés Pérez-López
2020 J jnl
Sound event localization and detection based on crnn using rectangular filters and channel rotation data augmentation.
CoRR
Francesca Ronchini, Daniel Arteaga, Andrés Pérez-López