148 citations · 497 across the 45 of their papers we have counts for
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cs.LG2016
An improved uncertainty decoding scheme with weighted samples for DNN-HMM hybrid systems
Christian Huemmer, Ramón Fernández Astudillo, Walter Kellermann
In this paper, we advance a recently-proposed uncertainty decoding scheme for DNN-HMM (deep neural network - hidden Markov model) hybrid systems. This numerical sampling concept av…
cs.LG2013
A Bayesian Network View on Acoustic Model-Based Techniques for Robust Speech Recognition
Roland Maas, Christian Huemmer, Armin Sehr +1
This article provides a unifying Bayesian network view on various approaches for acoustic model adaptation, missing feature, and uncertainty decoding that are well-known in the lit…