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Trace norm regularization and faster inference for embedded speech recognition RNNs


Feb 06, 2018
Markus Kliegl, Siddharth Goyal, Kexin Zhao, Kavya Srinet, Mohammad Shoeybi

* Our optimized inference kernels are available at: https://github.com/PaddlePaddle/farm (Note: This paper was submitted to, but rejected from, ICLR 2018. We believe it may still be of value to others. Please see the discussion here: https://openreview.net/forum?id=B1tC-LT6W

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Convolutional Recurrent Neural Networks for Small-Footprint Keyword Spotting


Jul 04, 2017
Sercan O. Arik, Markus Kliegl, Rewon Child, Joel Hestness, Andrew Gibiansky, Chris Fougner, Ryan Prenger, Adam Coates

* Accepted to Interspeech 2017 

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Reducing Bias in Production Speech Models


May 11, 2017
Eric Battenberg, Rewon Child, Adam Coates, Christopher Fougner, Yashesh Gaur, Jiaji Huang, Heewoo Jun, Ajay Kannan, Markus Kliegl, Atul Kumar, Hairong Liu, Vinay Rao, Sanjeev Satheesh, David Seetapun, Anuroop Sriram, Zhenyao Zhu


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