Constance Douwes

According to our database, Constance Douwes authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Energy Consumption Trends in Sound Event Detection Systems.

Constance Douwes, Romain Serizel

CoRR, 2024

From Computation to Consumption: Exploring the Compute-Energy Link for Training and Testing Neural Networks for SED Systems.

Constance Douwes, Romain Serizel

CoRR, 2024

DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels.

Samuele Cornell, Janek Ebbers, Constance Douwes, Irene Martín-Morató, Manu Harju, Annamaria Mesaros, Romain Serizel

CoRR, 2024

Normalizing Energy Consumption for Hardware-Independent Evaluation.

Constance Douwes, Romain Serizel

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

2023

Hierarchical variational temporal learning for dynamic musical audio synthesis. (Sur l'impact environnemental des modèles génératifs profonds pour l'audio).

Constance Douwes

PhD thesis, 2023

Is Quality Enoughƒ Integrating Energy Consumption in a Large-Scale Evaluation of Neural Audio Synthesis Models.

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

Proceedings of the IEEE International Conference on Acoustics, 2023

2021

A Multi-Objective Approach for Sustainable Generative Audio Models.

Constance Douwes, Philippe Esling, Jean-Pierre Briot

CoRR, 2021

2020

Diet deep generative audio models with structured lottery.

Philippe Esling, Ninon Devis, Adrien Bitton, Antoine Caillon, Axel Chemla-Romeu-Santos, Constance Douwes

CoRR, 2020