Article

AVN: A Deep Learning Approach for the Analysis of Birdsong

2024-05-10

Abstract excerpt

Deep learning tools for behavior analysis have enabled important new insights and discoveries in neuroscience. Yet, they often compromise interpretability and generalizability for performance, making it difficult to quantitively compare phenotypes across datasets and research groups. We developed a novel deep learning-based behavior analysis pipeline, Avian Vocalization Network (AVN), for the learned vocalization...

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Literature Corpus work: 315b10be-3485-5560-b33c-de15d40906f6
DOI: 10.1101/2024.05.10.593561

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