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05/16/2023
Application-Agnostic Language Modeling for On-Device ASR
On-device automatic speech recognition systems face several challenges c...
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06/29/2022
Space-Efficient Representation of Entity-centric Query Language Models
Virtual assistants make use of automatic speech recognition (ASR) to hel...
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08/26/2019
Connecting and Comparing Language Model Interpolation Techniques
In this work, we uncover a theoretical connection between two language m...
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08/23/2017
A Neural Network Approach for Mixing Language Models
The performance of Neural Network (NN)-based language models is steadily...
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08/22/2017
Long-Short Range Context Neural Networks for Language Modeling
The goal of language modeling techniques is to capture the statistical a...
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08/20/2017
A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models
Training large vocabulary Neural Network Language Models (NNLMs) is a di...
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03/23/2017