ILYASS MOUMMAD

14
Documents

Publications

Publications

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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-04925736v1
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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-04620733v1
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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-04925735v1
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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-04925734v1
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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-04165413v1
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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-04383609v1
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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-04925732v1
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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-04639769v1
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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-05087691v1