Chirping Up The Right Tree: Incorporating Biological Taxonomies Into Deep Bioacoustic Classifiers

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Chirping Up The Right Tree: Incorporating Biological Taxonomies Into Deep Bioacoustic Classifiers


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Chirping Up The Right Tree: Incorporating Biological Taxonomies Into Deep Bioacoustic Classifiers

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Class imbalance in the training data hinders the generalization ability of machine listening systems. In the context of bioacoustics, this issue may be circumvented by aggregating species labels into super-groups of higher taxonomic rank: genus, family, o
Class imbalance in the training data hinders the generalization ability of machine listening systems. In the context of bioacoustics, this issue may be circumvented by aggregating species labels into super-groups of higher taxonomic rank: genus, family, o