An exemplar-free keyword spotter updates a linear classifier with recursive least squares on frozen acoustic features, matching joint-training accuracy without replay buffers.
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AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting
An exemplar-free keyword spotter updates a linear classifier with recursive least squares on frozen acoustic features, matching joint-training accuracy without replay buffers.