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07/20/2023
Globally Normalising the Transducer for Streaming Speech Recognition
The Transducer (e.g. RNN-Transducer or Conformer-Transducer) generates a...
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07/12/2023
Sumformer: A Linear-Complexity Alternative to Self-Attention for Speech Recognition
Modern speech recognition systems rely on self-attention. Unfortunately,...
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03/15/2022
Training a Tokenizer for Free with Private Federated Learning
Federated learning with differential privacy, i.e. private federated lea...
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09/17/2021
Enforcing fairness in private federated learning via the modified method of differential multipliers
Federated learning with differential privacy, or private federated learn...
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02/16/2021
Federated Evaluation and Tuning for On-Device Personalization: System Design Applications
We describe the design of our federated task processing system. Original...
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08/06/2020