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Keyword spotting (KWS) has been widely used in various speech control scenarios.
“Long short-term memory,”
Sepp Hochreiter and Jürgen Schmidhuber, · 1997
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The Mathematics of Information Coding, Extraction and Distribution
George Cybenko, Dianne P O’Leary, and Jorma Rissanen, · 1998
Earlier work this paper cites.
“On the momentum term in gradient descent learning algorithms,”
Ning Qian, · 1999
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Hearing: An Introduction to Psychological and Physiological Acoustics, Fourth Edition
S.A. Gelfand and S. Gelfand, · 2004
Earlier work this paper cites.
“Informational and energetic masking effects in multitalker speech perception,”
Douglas S Brungart, · 2005
Earlier work this paper cites.
“The speech accent archive: towards a typology of english accents,”
Steven H Weinberger and Stephen A Kunath, · 2011
Earlier work this paper cites.
“Speech recognition with deep recurrent neural networks,”
Alex Graves, Abdel-rahman Mohamed, and Geoffrey E. Hinton, · 2013
Earlier work this paper cites.
“Convolutional neural networks for speech recognition,”
Ossama Abdel-Hamid, Abdel-rahman Mohamed, Hui Jiang, Li Deng, Gerald Penn, and Dong Yu, · 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.
“Getting the Cocktail Party Started: Masking Effects in Speech Perception,”
Samuel Evans, Carolyn McGettigan, Zarinah K. Agnew, Stuart Rosen, and Sophie K. Scott, · 2016
Cited alongside, same era.
“Deep residual learning for image recognition,”
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun, · 2016
Cited alongside, same era.
“Speech commands: A public dataset for single-word speech recognition,”
Pete Warden, · 2017
Cited alongside, same era.
“Trojaning attack on neural networks,”
Yingqi Liu, Shiqing Ma, Yousra Aafer, Wen-Chuan Lee, Juan Zhai, Weihang Wang, and Xiangyu Zhang, · 2018
Cited alongside, same era.
“Badnets: Evaluating backdooring attacks on deep neural networks,”
Tianyu Gu, Kang Liu, Brendan Dolan-Gavitt, and Siddharth Garg, · 2019
“Turn the combination lock: Learnable textual backdoor attacks via word substitution,”
Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu, and Maosong Sun, · 2021
Later among the works it cites.
“Mind the style of text! adversarial and backdoor attacks based on text style transfer,”
Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, and Maosong Sun, · 2021
Later among the works it cites.
“Backdoor attack against speaker verification,”
Tongqing Zhai, Yiming Li, Ziqi Zhang, Baoyuan Wu, Yong Jiang, and Shu-Tao Xia, · 2021
Later among the works it cites.
“Automatic speech recognition: a survey,”
Mishaim Malik, Muhammad Kamran Malik, Khawar Mehmood, and Imran Makhdoom, · 2021
Later among the works it cites.
“Reduced model size deep convolutional neural networks for small-footprint keyword spotting,”
Tsung-Han Tsai and Xin-Hui Lin, · 2021
Later among the works it cites.
“Backdoor learning: A survey,”
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Cited alongside, same era.
“Common voice: A massively-multilingual speech corpus,”
Rosana Ardila, Megan Branson, Kelly Davis, Michael Kohler, Josh Meyer, Michael Henretty, Reuben Morais, Lindsay Saunders, Francis M. Tyers, and Gregor Weber, · 2020
Cited alongside, same era.
“Invisible backdoor attack with sample-specific triggers,”
Yuezun Li, Yiming Li, Baoyuan Wu, Longkang Li, Ran He, and Siwei Lyu, · 2021
Cited alongside, same era.
Yiming Li, Yong Jiang, Zhifeng Li, and Shu-Tao Xia, · 2022
Closest in time.
“Can you hear it?: Backdoor attacks via ultrasonic triggers,”
Stefanos Koffas, Jing Xu, Mauro Conti, and Stjepan Picek, · 2022
Closest in time.