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cs.CL2018
Discriminative training of RNNLMs with the average word error criterion
Rémi Francis, Tom Ash, Will Williams
In automatic speech recognition (ASR), recurrent neural language models (RNNLM) are typically used to refine hypotheses in the form of lattices or n-best lists, which are generated…
cs.CL2015★ 13 cited
Scaling Recurrent Neural Network Language Models
Will Williams, Niranjani Prasad, David Mrva +2
This paper investigates the scaling properties of Recurrent Neural Network Language Models (RNNLMs). We discuss how to train very large RNNs on GPUs and address the questions of ho…