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pro vyhledávání: '"Shah, Aishanee"'
Autor:
Hard, Andrew, Partridge, Kurt, Chen, Neng, Augenstein, Sean, Shah, Aishanee, Park, Hyun Jin, Park, Alex, Ng, Sara, Nguyen, Jessica, Moreno, Ignacio Lopez, Mathews, Rajiv, Beaufays, Françoise
We trained a keyword spotting model using federated learning on real user devices and observed significant improvements when the model was deployed for inference on phones. To compensate for data domains that are missing from on-device training cache
Externí odkaz:
http://arxiv.org/abs/2204.06322
Autor:
Hard, Andrew, Partridge, Kurt, Nguyen, Cameron, Subrahmanya, Niranjan, Shah, Aishanee, Zhu, Pai, Moreno, Ignacio Lopez, Mathews, Rajiv
We demonstrate that a production-quality keyword-spotting model can be trained on-device using federated learning and achieve comparable false accept and false reject rates to a centrally-trained model. To overcome the algorithmic constraints associa
Externí odkaz:
http://arxiv.org/abs/2005.10406