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Trace norm regularization and faster inference for embedded speech recognition RNNs



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



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



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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