16 citations · 19 across the 3 of their papers we have counts for
3 papers
cs.CL2016★ 2 cited
Knowledge Distillation for Small-footprint Highway Networks
Liang Lu, Michelle Guo, Steve Renals
Deep learning has significantly advanced state-of-the-art of speech recognition in the past few years. However, compared to conventional Gaussian mixture acoustic models, neural ne…
cs.CL2016★ 1 cited
Sequence Training and Adaptation of Highway Deep Neural Networks
Liang Lu
Highway deep neural network (HDNN) is a type of depth-gated feedforward neural network, which has shown to be easier to train with more hidden layers and also generalise better com…
cs.CL2014★ 16 cited
Tied Probabilistic Linear Discriminant Analysis for Speech Recognition
Liang Lu, Steve Renals
Acoustic models using probabilistic linear discriminant analysis (PLDA) capture the correlations within feature vectors using subspaces which do not vastly expand the model. This a…