ILYASS MOUMMAD

14
Documents

Publications

Publications

Image document

Acoustic identification of individual animals with hierarchical contrastive learning

Ines Nolasco , Ilyass Moummad , Dan Stowell , Emmanouil Benetos
ICASSP 2025, Apr 2025, Hyderabad, India
Communication dans un congrès hal-04925736 v1
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Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds

Ilyass Moummad , Nicolas Farrugia , Romain Serizel , Jeremy Froidevaux , Vincent Lostanlen
EUSIPCO 2024: 32nd European Signal Processing Conference, Aug 2024, Lyon, France. pp.1282-1286, ⟨10.23919/EUSIPCO63174.2024.10715140⟩
Communication dans un congrès hal-04620733 v1
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Self-Supervised Learning for Few-Shot Bird Sound Classification

Ilyass Moummad , Nicolas Farrugia , Romain Serizel
ICASSPW 2024: IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, Apr 2024, Seoul, South Korea. ⟨10.1109/ICASSPW62465.2024.10627576⟩
Communication dans un congrès hal-04925735 v1
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Regularized Contrastive Pre-Training for Few-Shot Bioacoustic Sound Detection

Ilyass Moummad , Nicolas Farrugia , Romain Serizel
ICASSP 2024: IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Seoul, South Korea. ⟨10.1109/ICASSP48485.2024.10446409⟩
Communication dans un congrès hal-04925734 v1
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Pretraining Representations for Bioacoustic Few-Shot Detection using Supervised Contrastive Learning

Ilyass Moummad , Romain Serizel , Nicolas Farrugia
Detection and Classification of Acoustic Scenes and Events 2023, Sep 2023, TAMPERE, Finland
Communication dans un congrès hal-04383609 v1
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Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning

Ilyass Moummad , Nicolas Farrugia
WASPAA 2023: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2023, New Paltz, NY, United States. ⟨10.1109/WASPAA58266.2023.10248130⟩
Communication dans un congrès hal-04165413 v1
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Apprentissage supervisé et contrastif de représentations à l'aide de réseaux siamois pour la classification hiérarchique

Ilyass Moummad , Nicolas Farrugia
GRETSI 2023 : XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Communication dans un congrès hal-04925732 v1
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Contrastive Learning using Random Walk Laplacian Matrix

Ilyass Moummad , Bastien Pasdeloup , Nicolas Farrugia
Graph Signal Processing Workshop, 2023, Oxford, United Kingdom
Communication dans un congrès hal-04639769 v1
Image document

Invariant representation learning for few-shot bioacoustic event detection and classification

Ilyass Moummad
Signal and Image Processing. Ecole nationale supérieure Mines-Télécom Atlantique, 2024. English. ⟨NNT : 2024IMTA0442⟩
Thèse tel-05087691 v1