LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging

LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging

We introduce Label-Combination Prototypical Networks (LC-Protonets) to address the problem of multi-label few-shot classification, where a model must generalize to new classes based on only a few available examples. Extending Prototypical Networks, LC-Protonets generate one prototype per label combi...

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Bibliographic Details
Main Authors:	Charilaos Papaioannou, Emmanouil Benetos, Alexandros Potamianos
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Series:	IEEE Open Journal of Signal Processing
Subjects:	Few-shot learning prototypical networks multi-label classification audio tagging world music datasets
Online Access:	https://ieeexplore.ieee.org/document/10839319/
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