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bioacousticinference

BioAcoustic Inference, an easy tool to annotate your audio files of animal sounds using very few manual annotation as little as one.

clrw

Self-supervised contrastive learning objective using random walk laplacian (GSP Workshop 2023)

dcase-few-shot-bioacoustic

dcase23_task5_scl

System that ranked 2nd in DCASE 2023 Challenge Task 5: Few-shot Bioacoustic Event Detection

efficient-deep-learning

Material for course "Efficient Deep Learning" at IMT Atlantique

mix2

Mix2 (Mixture of Mixups), a framework to handle multi-label and class imbalance. Experiments on AnuraSet, a dataset of anuran sounds. (EUSIPCO 2024)

rcl_fs_bsed

Regularized Contrastive Learning for Few-shot Bioacoustic Sound Event Detection (ICASSP 2024)

scl_icbhi2017

PyTorch implementation of our work: Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning (WASPAA 2023)

ssl4birdsounds

Self-supervised representation learning for bird sounds (ICASSPW SASB 2024)