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Energy Consumption Trends in Sound Event Detection Systems
Constance Douwes, Romain Serizel
Deep learning systems have become increasingly energy- and computation-intensive, raising concerns about their environmental impact. As organizers of the Detection and Classificati…
Latent Watermarking of Audio Generative Models
Robin San Roman, Pierre Fernandez, Antoine Deleforge +2
The advancements in audio generative models have opened up new challenges in their responsible disclosure and the detection of their misuse. In response, we introduce a method to w…
A Phoneme-Scale Assessment of Multichannel Speech Enhancement Algorithms
Nasser-Eddine Monir, Paul Magron, Romain Serizel
In the intricate acoustic landscapes where speech intelligibility is challenged by noise and reverberation, multichannel speech enhancement emerges as a promising solution for indi…