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In this paper, we consider the task of digitally voicing silent speech, where silently mouthed words are converted to audible speech based on electromyography (EMG) sensor measurements that capture muscle impulses.
Relations between two sets of variates
Harold Hotelling. 1936 · 1936
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Fundamentals of speech recognition
Lawrence Rabiner and Biing-Hwang Juang. 1993 · 1993
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Towards continuous speech recognition using surface electromyography
Szu-Chen Stan Jou, Tanja Schultz, Matthias Walliczek, Florian Kraft, and Alexander H. Waibel. 2006 · 2006
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Voice conversion using artificial neural networks
Srinivas Desai, E Veera Raghavendra, B Yegnanarayana, Alan W Black, and Kishore Prahallad. 2009 · 2009
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Synthesizing speech from electromyography using voice transformation techniques
Arthur R. Toth, Michael Wand, and Tanja Schultz. 2009 · 2009
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Canonical time warping for alignment of human behavior
Feng Zhou and Fernando Torre. 2009 · 2009
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Modeling coarticulation in EMG-based continuous speech recognition
Tanja Schultz and Michael Wand. 2010 · 2010
Cited alongside, same era.
Deep speech: Scaling up end-to-end speech recognition
Awni Hannun, Carl Case, Jared Casper, Bryan Catanzaro, Greg Diamos, Erich Elsen, Ryan Prenger, Sanjeev Satheesh, Shubho Sengupta, Adam Coates, et al. 2014 · 2014
Cited alongside, same era.
The EMG-UKA corpus for electromyographic speech processing
Michael Wand, Matthias Janke, and Tanja Schultz. 2014 · 2014
Cited alongside, same era.
WaveNet: A generative model for raw audio
Aäron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, and Koray Kavukcuoglu. 2016 · 2016
Cited alongside, same era.
EMG-to-speech: Direct generation of speech from facial electromyographic signals
M. Janke and L. Diener. 2017 · 2017
Cited alongside, same era.
Silent speech recognition as an alternative communication device for persons with laryngectomy
Geoffrey S Meltzner, James T Heaton, Yunbin Deng, Gianluca De Luca, Serge H Roy, and Joshua C Kline. 2017 · 2017
Later among the works it cites.
Session-independent array-based EMG-to-speech conversion using convolutional neural networks
L. Diener, G. Felsch, M. Angrick, and T. Schultz. 2018 · 2018
Later among the works it cites.
Alterego: A personalized wearable silent speech interface
Arnav Kapur, Shreyas Kapur, and Pattie Maes. 2018 · 2018
Later among the works it cites.
sprocket: Open-source voice conversion software
Kazuhiro Kobayashi and Tomoki Toda. 2018 · 2018
Later among the works it cites.
Development of sEMG sensors and algorithms for silent speech recognition
Geoffrey S Meltzner, James T Heaton, Yunbin Deng, Gianluca De Luca, Serge H Roy, and Joshua C Kline. 2018 · 2018
Later among the works it cites.
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