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This paper describes a novel method of live keyword spotting using a two-stage time delay neural network.
“Phoneme recognition using time-delay neural networks,”
A. Waibel et al., · 1989
Earlier work this paper cites.
“Discriminability-based transfer between neural networks,”
L. Y. Pratt, · 1993
Earlier work this paper cites.
Convolutional networks for images, speech, and time-series
Yann Lecun and Yoshua Bengio, · 1995
Earlier work this paper cites.
“The Kaldi speech recognition toolkit,”
Daniel Povey, Arnab Ghoshal, Gilles Boulianne, Lukas Burget, Ondrej Glembek, Nagendra Goel, Mirko Hannemann, Petr Motlicek, Yanmin Qian, Petr Schwarz, et al., · 2011
Earlier work this paper cites.
“Accurate and compact large vocabulary speech recognition on mobile devices,”
Xin Lei, Andrew W. Senior, Alexander Gruenstein, and Jeffrey Sorensen, · 2013
Earlier work this paper cites.
“Small-footprint keyword spotting using deep neural networks,”
Guoguo Chen, Carolina Parada, and Georg Heigold, · 2014
Earlier work this paper cites.
“Convolutional neural networks for small-footprint keyword spotting,”
Tara N. Sainath and Carolina Parada, · 2015
Cited alongside, same era.
“An end-to-end architecture for keyword spotting and voice activity detection,”
Chris Lengerich and Awni Hannun, · 2016
Cited alongside, same era.
“Multi-task learning and weighted cross-entropy for dnn-based keyword spotting,”
Sankaran Panchapagesan et al., · 2016
Cited alongside, same era.
“Binarized neural networks,”
Itay Hubara, Matthieu Courbariaux, Daniel Soudry, Ran El-Yaniv, and Yoshua Bengio, · 2016
Cited alongside, same era.
“Hello edge: Keyword spotting on microcontrollers,”
Yundong Zhang, Naveen Suda, Liangzhen Lai, and Vikas Chandra, · 2017
Cited alongside, same era.
“End-to-end ASR-free keyword search from speech,”
Kartik Audhkhasi et al., · 2017
“Convolutional recurrent neural networks for small-footprint keyword spotting,”
Sercan O. Arik et al., · 2017
Later among the works it cites.
“Acoustic modeling for google home,”
Bo Li et al., · 2017
Later among the works it cites.
“Compressed time delay neural network for small-footprint keyword spotting,”
Ming Sun et al., · 2017
Later among the works it cites.
“Launching the speech commands dataset,”
Pete Warden, · 2017
Later among the works it cites.
“Binary Deep Neural Networks for Speech Recognition,”
Xu Xiang, Yanmin Qian, and Kai Yu, · 2017
Later among the works it cites.
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Cited alongside, same era.