A fully few-shot class-incremental audio classifier using a frozen multi-level AST embedding extractor and an incrementally updated ridge regression classifier outperforms prior methods on three datasets.
An efficient incremental learning algorithm for sound classification,
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Fully Few-shot Class-incremental Audio Classification Using Multi-level Embedding Extractor and Ridge Regression Classifier
A fully few-shot class-incremental audio classifier using a frozen multi-level AST embedding extractor and an incrementally updated ridge regression classifier outperforms prior methods on three datasets.