Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework

Dhruv Guliani, Francoise Beaufays, Giovanni Motta

We propose using federated learning, a decentralized on-device learning paradigm, to train speech recognition models. By performing epochs of training on a per-user basis, federate…