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06/13/2023
Large-scale Language Model Rescoring on Long-form Data
In this work, we study the impact of Large-scale Language Models (LLM) o...
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04/25/2023
LAST: Scalable Lattice-Based Speech Modelling in JAX
We introduce LAST, a LAttice-based Speech Transducer library in JAX. Wit...
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12/22/2022
Alignment Entropy Regularization
Existing training criteria in automatic speech recognition(ASR) permit t...
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09/22/2022
Spatial model personalization in Gboard
We introduce a framework for adapting a virtual keyboard to individual u...
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05/26/2022
Global Normalization for Streaming Speech Recognition in a Modular Framework
We introduce the Globally Normalized Autoregressive Transducer (GNAT) fo...
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07/27/2020
Learning discrete distributions: user vs item-level privacy
Much of the literature on differential privacy focuses on item-level pri...
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03/12/2020
Hybrid Autoregressive Transducer (hat)
This paper proposes and evaluates the hybrid autoregressive transducer (...
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10/08/2019
Federated Learning of N-gram Language Models
We propose algorithms to train production-quality n-gram language models...
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05/21/2019
Approximating probabilistic models as weighted finite automata
Weighted finite automata (WFA) are often used to represent probabilistic...
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04/13/2017