Constance Douwes
9
Documents
Publications
Publications
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Normalizing Energy Consumption for Hardware-Independent Evaluation2024 IEEE International Workshop on Machine Learning for Signal Processing, Sep 2024, London, United Kingdom
Communication dans un congrès
hal-04697122
v1
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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
Communication dans un congrès
hal-04697137
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Monitoring environmental impact of DCASE systems: Why and how ?Detection and Classification of Acoustic Scene and Events (DCASE) Workshop, Sep 2023, Tampere (Finlande), Finland
Communication dans un congrès
hal-04286654
v1
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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⟩
Communication dans un congrès
hal-04043254
v1
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Diet deep generative audio models with structured lottery23rd International Conference on Digital Audio Effects (DAFx-20), Sep 2020, Vienne, Austria
Communication dans un congrès
hal-03208030
v1
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Energy Consumption Trends in Sound Event Detection Systems2024
Pré-publication, Document de travail
hal-04697014
v1
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A multi-objective approach for sustainable generative audio models2021
Pré-publication, Document de travail
hal-03296897
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On the Environmental Impact of Deep Generative Models for AudioArtificial Intelligence [cs.AI]. Sorbonne Université, 2023. English. ⟨NNT : 2023SORUS074⟩
Thèse
tel-04100243
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