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No, federated learning is about training on the device not running prediction on the device. Training a speech model on the device would be hard, because there
by ma2rten 7y ago
No, federated learning is about training on the device not running prediction on the device. Training a speech model on the device would be hard, because there is no labeled data. We don't know what the user said.
- strin 7y agoI can imagine the world relying more and more on unsupervised pre-training approaches, such as BERT and GPT-2. Then we’ll just need a few labeled data to generalize.