127 citations · 255 across the 15 of their papers we have counts for
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cs.CL2022
Alignment Entropy Regularization
Ehsan Variani, Ke Wu, David Rybach +2
Existing training criteria in automatic speech recognition(ASR) permit the model to freely explore more than one time alignments between the feature and label sequences. In this pa…
cs.HC2022★ 4 cited
Spatial model personalization in Gboard
Gary Sivek, Michael Riley
We introduce a framework for adapting a virtual keyboard to individual user behavior by modifying a Gaussian spatial model to use personalized key center offset means and, optional…
cs.LG2022★ 6 cited
Global Normalization for Streaming Speech Recognition in a Modular Framework
Ehsan Variani, Ke Wu, Michael Riley +3
We introduce the Globally Normalized Autoregressive Transducer (GNAT) for addressing the label bias problem in streaming speech recognition. Our solution admits a tractable exact c…