Production federated keyword spotting via distillation, filtering, and joint federated-centralized training

Andrew Hard, Kurt Partridge, Neng Chen +9

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 comp…