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In hearing aids, the presence of babble noise degrades hearing intelligibility of human speech greatly.
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“Performance measurement in blind audio source separation,”
Emmanuel Vincent, Rémi Gribonval, and Cédric Févotte, · 2006
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“Babble noise: modeling, analysis, and applications,”
Nitish Krishnamurthy and John HL Hansen, · 2009
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“Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion,”
Pascal Vincent, Hugo Larochelle, Isabelle Lajoie, Yoshua Bengio, and Pierre-Antoine Manzagol, · 2010
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Vinod Nair and Geoffrey E Hinton, · 2010
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Xavier Glorot and Yoshua Bengio, · 2010
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“A short-time objective intelligibility measure for time-frequency weighted noisy speech.,”
Cees H Taal, Richard C Hendriks, Richard Heusdens, and Jesper Jensen, · 2010
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“Freesound 2: An improved platform for sharing audio clips,”
Vincent Akkermans, Frederic Font, Jordi Funollet, Bram De Jong, Gerard Roma, Stelios Togias, and Xavier Serra, · 2011
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“Convolutional neural networks for speech recognition,”
Ossama Abdel-Hamid, Abdel-Rahman Mohamed, Hui Jiang, Li Deng, Gerald Penn, and Dong Yu, · 2014
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“Adam: A method for stochastic optimization,”
Diederik P. Kingma and Jimmy Ba, · 2014
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“A regression approach to speech enhancement based on deep neural networks,”
Yong Xu, Jun Du, Li-Rong Dai, and Chin-Hui Lee, · 2015
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“Complex recurrent neural networks for denoising speech signals,”
Keiichi Osako, Rita Singh, and Bhiksha Raj, · 2015
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“Deep speech 2: End-to-end speech recognition in english and mandarin,”
Dario Amodei, Rishita Anubhai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Jingdong Chen, Mike Chrzanowski, Adam Coates, Greg Diamos, et al., · 2015
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“Why do people fitted with hearing aids not wear them?,”
Abby McCormack and Heather Fortnum, · 2013
Cited alongside, same era.
“Speech enhancement with weighted denoising auto-encoder.,”
Bingyin Xia and Changchun Bao, · 2013
Cited alongside, same era.
“Iterative closed-loop phase-aware single-channel speech enhancement,”
Pejman Mowlaee and Rahim Saeidi, · 2013
Cited alongside, same era.
“Learning spectral mapping for speech dereverberation,”
Kun Han, Yuxuan Wang, and DeLiang Wang, · 2014
Cited alongside, same era.
“Deep residual learning for image recognition,”
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun, · 2015
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“Batch normalization: Accelerating deep network training by reducing internal covariate shift,”
Sergey Ioffe and Christian Szegedy, · 2015
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“A simple way to initialize recurrent networks of rectified linear units,”
Quoc V Le, Navdeep Jaitly, and Geoffrey E Hinton, · 2015
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Xiao-Jiao Mao, Chunhua Shen, and Yu-Bin Yang, · 2016
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