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Dan Stowell

Generalization in birdsong classification: impact of transfer learning methods and dataset characteristics

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Sep 21, 2024
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Acoustic identification of individual animals with hierarchical contrastive learning

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Sep 13, 2024
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animal2vec and MeerKAT: A self-supervised transformer for rare-event raw audio input and a large-scale reference dataset for bioacoustics

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Jun 03, 2024
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Performance of computer vision algorithms for fine-grained classification using crowdsourced insect images

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Apr 04, 2024
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Mind the Domain Gap: a Systematic Analysis on Bioacoustic Sound Event Detection

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Mar 27, 2024
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Efficient speech detection in environmental audio using acoustic recognition and knowledge distillation

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Dec 14, 2023
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Auto deep learning for bioacoustic signals

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Nov 08, 2023
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ATGNN: Audio Tagging Graph Neural Network

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Nov 02, 2023
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Comparison between transformers and convolutional models for fine-grained classification of insects

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Jul 20, 2023
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Few-shot bioacoustic event detection at the DCASE 2023 challenge

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Jun 15, 2023
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