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

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

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IEEE ICASSP 2020 Virtual Conference May 2020

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

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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