2 papers
cs.CL2020
Applying GPGPU to Recurrent Neural Network Language Model based Fast Network Search in the Real-Time LVCSR
Kyungmin Lee, Chiyoun Park, Ilhwan Kim +2
Recurrent Neural Network Language Models (RNNLMs) have started to be used in various fields of speech recognition due to their outstanding performance. However, the high computatio…
cs.CL2018
Accelerating recurrent neural network language model based online speech recognition system
Kyungmin Lee, Chiyoun Park, Namhoon Kim +1
This paper presents methods to accelerate recurrent neural network based language models (RNNLMs) for online speech recognition systems. Firstly, a lossy compression of the past hi…