Self-supervised learning
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Federated learning with weak supervision for speech recognition
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Automatic-speech-recognition (ASR) models, which transcribe spoken utterances, are a key component of voice assistants. They are increasingly being deployed ...

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New pretraining tasks enable better document understanding
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In the digital era, when documents are generated and distributed at unprecedented rates, automatically understanding them is crucial. Consider the tasks of ...

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