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1. scl_icbhi2017 scl_icbhi2017 Public

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

   Python 28 6

2. dcase23_task5_scl dcase23_task5_scl Public

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

   Python 11 3

3. ssl4birdsounds ssl4birdsounds Public

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

   Python 10 2

4. RCL_FS_BSED RCL_FS_BSED Public

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

   Python 9 1

5. Mix2 Mix2 Public

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

   Python 7 2

6. ProtoCLR ProtoCLR Public

   Pytorch implementation of our work "Domain-Invariant Representation Learning of Bird Sounds" (arXiv 2024)

   Python 5 1