Constance Douwes

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Publications

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Défis énergétiques et écologiques de l’IA pour la création musicale

Constance Douwes

Revue Francophone d'Informatique et Musique, 2025, Frugalité, pérennité et création (11), pp.1-15. ⟨10.56698/rfim.1052⟩

Article dans une revue hal-05536974v1
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Normalizing Energy Consumption for Hardware-Independent Evaluation

Constance Douwes , Romain Serizel

2024 IEEE International Workshop on Machine Learning for Signal Processing, Sep 2024, London, United Kingdom

Communication dans un congrès hal-04697122v1
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From Computation to Consumption: Exploring the Compute-Energy Link for Training and Testing Neural Networks for SED Systems

Constance Douwes , Romain Serizel

Detection and Classification of Acoustic Scenes and Events 2024, Oct 2024, Tokyo, Japan

Communication dans un congrès hal-04697137v1

Monitoring environmental impact of DCASE systems: Why and how ?

Constance Douwes , Francesca Ronchini , Romain Serizel

Detection and Classification of Acoustic Scene and Events (DCASE) Workshop, Sep 2023, Tampere (Finlande), Finland

Communication dans un congrès hal-04286654v1
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Is Quality Enough? Integrating Energy Consumption in a Large-Scale Evaluation of Neural Audio Synthesis Models

Constance Douwes , Giovanni Bindi , Antoine Caillon , Philippe Esling , Jean-Pierre Briot

2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023), IEEE, Jun 2023, Ixia-Ialyssos (Rhodes), Greece. ⟨10.1109/ICASSP49357.2023.10096975⟩

Communication dans un congrès hal-04043254v1

Diet deep generative audio models with structured lottery

Philippe Esling , Ninon Devis , Adrien Bitton , Antoine Caillon , Axel Chemla--Romeu-Santos et al.

23rd International Conference on Digital Audio Effects (DAFx-20), Sep 2020, Vienne, Austria

Communication dans un congrès hal-03208030v1