MyGardenBird provides 7,200 validated three-second clips of 12 Malaysian bird species with metadata and 92-96% baseline CNN accuracy on Mel-spectrograms.
Geographic Variation in Acoustic Signals in Wildlife: A System- atic Review.Journal of Biogeography, 52(6):e15116
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Bacpipe is a modular Python package that integrates state-of-the-art bioacoustic deep learning models to generate embeddings, classifier predictions, and evaluation pipelines for custom audio data.
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MyGardenBird: A Machine-Learning-Ready Bird Sound Dataset for Twelve Common Malaysian Birds
MyGardenBird provides 7,200 validated three-second clips of 12 Malaysian bird species with metadata and 92-96% baseline CNN accuracy on Mel-spectrograms.
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bacpipe: a Python package to make bioacoustic deep learning models accessible
Bacpipe is a modular Python package that integrates state-of-the-art bioacoustic deep learning models to generate embeddings, classifier predictions, and evaluation pipelines for custom audio data.