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The ICASSP 2021 Acoustic Echo Cancellation Challenge is intended to stimulate research in the area of acoustic echo cancellation (AEC), which is an important part of speech enhancement and still a top issue in audio communication and conferencing systems.
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“ITU-T recommendation P.862: Perceptual evaluation of speech quality (PESQ): An objective method for end-to-end speech quality assessment of narrow-band telephone networks and speech codecs,” · 2001
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Matti Karjalainen, Poju Antsalo, Aki Mäkivirta, Timo Peltonen, and Vesa Välimäki, · 2002
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“The diverse environments multi-channel acoustic noise database: A database of multichannel environmental noise recordings,”
Joachim Thiemann, Nobutaka Ito, and Emmanuel Vincent, · 2013
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“DNN-based residual echo suppression,”
Chul Min Lee, Jong Won Shin, and Nam Soo Kim, · 2015
Cited alongside, same era.
“Speech enhancement for a noise-robust text-to-speech synthesis system using deep recurrent neural networks.,”
Cassia Valentini-Botinhao, Xin Wang, Shinji Takaki, and Junichi Yamagishi, · 2016
Cited alongside, same era.
“Audio set: An ontology and human-labeled dataset for audio events,”
Jort F. Gemmeke, Daniel P.W. Ellis, Dylan Freedman, Aren Jansen, Wade Lawrence, R. Channing Moore, Manoj Plakal, and Marvin Ritter, · 2017
Cited alongside, same era.
“Deep learning for joint acoustic echo and noise cancellation with nonlinear distortions.,”
Hao Zhang, Ke Tan, and DeLiang Wang, · 2019
Cited alongside, same era.
“Non-intrusive speech quality assessment using neural networks,”
A. R. Avila, H. Gamper, C. Reddy, R. Cutler, I. Tashev, and J. Gehrke, · 2019
Cited alongside, same era.
“Efficient multichannel nonlinear acoustic echo cancellation based on a cooperative strategy,”
M. M. Halimeh and W. Kellermann, · 2020
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“Acoustic echo cancellation by combining adaptive digital filter and recurrent neural network,”
Lu Ma, Hua Huang, Pei Zhao, and Tengrong Su, · 2020
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Chandan KA Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, et al., · 2020
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“Weighted speech distortion losses for neural-network-based real-time speech enhancement,”
Yangyang Xia, Sebastian Braun, Chandan KA Reddy, Harishchandra Dubey, Ross Cutler, and Ivan Tashev, · 2020
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“An open source implementation of ITU-T recommendation P.808 with validation,”
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A. Fazel, M. El-Khamy, and J. Lee, · 2020
Cited alongside, same era.
Babak Naderi and Ross Cutler, · 2020
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