Examining Speaker and Keyword Uniqueness: Partitioning Keyword Spotting Datasets for Federated Learning with the Largest Differencing Method

Paul C. Wallbott, Sascha Grollmisch, Thomas Köllmer. Examining Speaker and Keyword Uniqueness: Partitioning Keyword Spotting Datasets for Federated Learning with the Largest Differencing Method. In Toon Calders, Celine Vens, Jefrey Lijffijt, Bart Goethals, editors, Artificial Intelligence and Machine Learning - 34th Joint Benelux Conference, BNAIC/Benelearn 2022, Mechelen, Belgium, November 7-9, 2022, Revised Selected Papers. Volume 1805 of Communications in Computer and Information Science, pages 167-177, Springer, 2022. [doi]

Abstract

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