Luca Comanducci
@lucacomanducci.bsky.social
Fixed-term researcher (RTDA) @polimi
working on audio signal processing, music informatics, spatial audio and generative models (https://lucacoma.github.io/)
working on audio signal processing, music informatics, spatial audio and generative models (https://lucacoma.github.io/)
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/1506...
#AIMusic #GenerativeAI #Deepfake #AI #GenerativeMusic
Link to the paper --> arxiv.org/pdf/2409.10684
Link to the dataset --> zenodo.org/records/1506...
#AIMusic #GenerativeAI #Deepfake #AI #GenerativeMusic
The rise of text-to-music platforms like Suno and Udio has prompted researchers to develop systems that flag AI-generated music, @lauren-schneider.com reports. Test your own detection skills with our interactive game. scienceline.org/2025/05/ai-m...
AI music is more common – and harder to catch – than ever - Scienceline
As text-to music-generators proliferate, tools for detecting music by AI-driven programs are still trying to catch up.
scienceline.org
May 20, 2025 at 2:26 PM
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/1506...
#AIMusic #GenerativeAI #Deepfake #AI #GenerativeMusic
Link to the paper --> arxiv.org/pdf/2409.10684
Link to the dataset --> zenodo.org/records/1506...
#AIMusic #GenerativeAI #Deepfake #AI #GenerativeMusic
Reposted by Luca Comanducci
Riccardo Passoni, Francesca Ronchini, Luca Comanducci, Romain Serizel, Fabio Antonacci: Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models https://arxiv.org/abs/2505.07615 https://arxiv.org/pdf/2505.07615 https://arxiv.org/html/2505.07615
May 13, 2025 at 6:01 AM
Riccardo Passoni, Francesca Ronchini, Luca Comanducci, Romain Serizel, Fabio Antonacci: Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models https://arxiv.org/abs/2505.07615 https://arxiv.org/pdf/2505.07615 https://arxiv.org/html/2505.07615
Reposted by Luca Comanducci
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.
Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models
Riccardo Passoni, Francesca Ronchini, Luca Comanducci, Romain Serizel, Fabio Antonacci
arxiv.org
May 13, 2025 at 10:16 AM
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.
Reposted by Luca Comanducci
DDPMs, conditioned on anthropometric measurements, generated personalized HRIRs, demonstrating feasibility for HRTF personalization and comparable performance to existing methods.
Towards HRTF Personalization using Denoising Diffusion Models
Juan Camilo Albarracín Sánchez, Luca Comanducci, Mirco Pezzoli, Fabio Antonacci
arxiv.org
January 7, 2025 at 9:48 AM
DDPMs, conditioned on anthropometric measurements, generated personalized HRIRs, demonstrating feasibility for HRTF personalization and comparable performance to existing methods.
2 Papers accepted at #ICASSP25 🇮🇳 hope to see you in india!
- MambaFoley: Foley Sound Generation using Selective State-Space Models (arxiv.org/pdf/2409.09162)
- Towards HRTF Personalization using Denoising Diffusion Models (arxiv soon)
#ICASSP25 #ICASSP #generativeai
- MambaFoley: Foley Sound Generation using Selective State-Space Models (arxiv.org/pdf/2409.09162)
- Towards HRTF Personalization using Denoising Diffusion Models (arxiv soon)
#ICASSP25 #ICASSP #generativeai
arxiv.org
December 21, 2024 at 12:52 PM
2 Papers accepted at #ICASSP25 🇮🇳 hope to see you in india!
- MambaFoley: Foley Sound Generation using Selective State-Space Models (arxiv.org/pdf/2409.09162)
- Towards HRTF Personalization using Denoising Diffusion Models (arxiv soon)
#ICASSP25 #ICASSP #generativeai
- MambaFoley: Foley Sound Generation using Selective State-Space Models (arxiv.org/pdf/2409.09162)
- Towards HRTF Personalization using Denoising Diffusion Models (arxiv soon)
#ICASSP25 #ICASSP #generativeai
Reposted by Luca Comanducci
new paper! 🗣️Sketch2Sound💥
Sketch2Sound can create sounds from sonic imitations (i.e., a vocal imitation or a reference sound) via interpretable, time-varying control signals.
paper: arxiv.org/abs/2412.08550
web: hugofloresgarcia.art/sketch2sound
Sketch2Sound can create sounds from sonic imitations (i.e., a vocal imitation or a reference sound) via interpretable, time-varying control signals.
paper: arxiv.org/abs/2412.08550
web: hugofloresgarcia.art/sketch2sound
December 12, 2024 at 2:43 PM
new paper! 🗣️Sketch2Sound💥
Sketch2Sound can create sounds from sonic imitations (i.e., a vocal imitation or a reference sound) via interpretable, time-varying control signals.
paper: arxiv.org/abs/2412.08550
web: hugofloresgarcia.art/sketch2sound
Sketch2Sound can create sounds from sonic imitations (i.e., a vocal imitation or a reference sound) via interpretable, time-varying control signals.
paper: arxiv.org/abs/2412.08550
web: hugofloresgarcia.art/sketch2sound
Reposted by Luca Comanducci
The tasks for DCASE challenge 2025 have been announced.
dcase.community/articles/cha...
Stay tuned for more details.
dcase.community/articles/cha...
Stay tuned for more details.
Challenge tasks for DCASE2025 - DCASE
The DCASE Steering Group has reviewed the task proposals...
dcase.community
December 10, 2024 at 10:13 AM
The tasks for DCASE challenge 2025 have been announced.
dcase.community/articles/cha...
Stay tuned for more details.
dcase.community/articles/cha...
Stay tuned for more details.
I am glad that after a few years this chapter came out, describing some Networked Music Performance research done during the INTERMUSIC project (intermusicproject.eu).
Synchronous Online Ensemble Performance | 3 | Music, Technology, Innov
Networked Music Performances (NMPs) overcome the barriers of distance through the mediation of the Internet. In this chapter, we provide an overview of the
www.taylorfrancis.com
December 3, 2024 at 7:48 AM
I am glad that after a few years this chapter came out, describing some Networked Music Performance research done during the INTERMUSIC project (intermusicproject.eu).