Constance Douwes
Publications
Publications
|
|
Normalizing Energy Consumption for Hardware-Independent Evaluation2024 IEEE International Workshop on Machine Learning for Signal Processing, Sep 2024, London, United Kingdom |
|
|
From Computation to Consumption: Exploring the Compute-Energy Link for Training and Testing Neural Networks for SED SystemsDetection and Classification of Acoustic Scenes and Events 2024, Oct 2024, Tokyo, Japan |
Monitoring environmental impact of DCASE systems: Why and how ?Detection and Classification of Acoustic Scene and Events (DCASE) Workshop, Sep 2023, Tampere (Finlande), Finland |
|
|
|
Is Quality Enough? Integrating Energy Consumption in a Large-Scale Evaluation of Neural Audio Synthesis Models2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023), IEEE, Jun 2023, Ixia-Ialyssos (Rhodes), Greece. ⟨10.1109/ICASSP49357.2023.10096975⟩ |
|
|
Diet deep generative audio models with structured lottery23rd International Conference on Digital Audio Effects (DAFx-20), Sep 2020, Vienne, Austria |
|
|
Energy Consumption Trends in Sound Event Detection Systems2024 |
|
|
A multi-objective approach for sustainable generative audio models2021 |
|
|
On the Environmental Impact of Deep Generative Models for AudioArtificial Intelligence [cs.AI]. Sorbonne Université, 2023. English. ⟨NNT : 2023SORUS074⟩ |