16 citations · 20 across the 3 of their papers we have counts for
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cs.CL2016★ 2 cited
Multi-view Dimensionality Reduction for Dialect Identification of Arabic Broadcast Speech
Sameer Khurana, Ahmed Ali, Steve Renals
In this work, we present a new Vector Space Model (VSM) of speech utterances for the task of spoken dialect identification. Generally, DID systems are built using two sets of featu…
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.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…