6 citations · 10 across the 13 of their papers we have counts for
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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…
cs.LG2018
WEST: Word Encoded Sequence Transducers
Ehsan Variani, Ananda Theertha Suresh, Mitchel Weintraub
Most of the parameters in large vocabulary models are used in embedding layer to map categorical features to vectors and in softmax layer for classification weights. This is a bott…