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Deep Speech Enhancement Challenge is the 5th edition of deep noise suppression (DNS) challenges organized at ICASSP 2023 Signal Processing Grand Challenges.
“Image method for efficiently simulating small-room acoustics,”
Jont B Allen and David A Berkley, · 1979
Earlier work this paper cites.
“Audio set: An ontology and human-labeled dataset for audio events,”
Jort F Gemmeke, Daniel PW Ellis, Dylan Freedman, Aren Jansen, Wade Lawrence, R Channing Moore, Manoj Plakal, and Marvin Ritter, · 2017
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“Phase-aware single-stage speech denoising and dereverberation with U-net,”
Hyeong-Seok Choi, Hoon Heo, Jie Hwan Lee, and Kyogu Lee, · 2020
Earlier work this paper cites.
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
Earlier work this paper cites.
Brecht Desplanques, Jenthe Thienpondt, and Kris Demuynck, · 2020
Earlier work this paper cites.
“INTERSPEECH 2021 Deep Noise Suppression Challenge,”
Chandan KA Reddy, Harishchandra Dubey, Kazuhito Koishida, Arun Nair, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, and Sriram Srinivasan, · 2021
Cited alongside, same era.
“ICASSP 2021 Deep Noise Suppression Challenge,”
Chandan K. A. Reddy, Harishchandra Dubey, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, and Sriram Srinivasan, · 2021
Cited alongside, same era.
“Subjective evaluation of noise suppression algorithms in crowdsourcing,”
Babak Naderi and Ross Cutler, · 2021
Cited alongside, same era.
“Ecapa-tdnn embeddings for speaker diarization,”
Nauman Dawalatabad, Mirco Ravanelli, François Grondin, Jenthe Thienpondt, Brecht Desplanques, and Hwidong Na, · 2021
Cited alongside, same era.
“ICASSP 2022 deep noise suppression challenge,”
Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, et al., · 2022
Cited alongside, same era.
[Online; accessed 2022-09-01]
“DNSMOS Git Repo,” https://huggingface.co/speechbrain/spkrec-ecapa-voxceleb , · 2022
Later among the works it cites.
[Online; accessed 2022-09-01]
“Paralanguage,” https://en.wikipedia.org/wiki/Paralanguage , · 2022
Later among the works it cites.
“Real-time joint personalized speech enhancement and acoustic echo cancellation with e3net,”
Sefik Emre Eskimez, Takuya Yoshioka, Alex Ju, Min Tang, Tanel Parnamaa, and Huaming Wang, · 2022
Later among the works it cites.
Manthan Thakker, Sefik Emre Eskimez, Takuya Yoshioka, and Huaming Wang, · 2022
Later among the works it cites.
“ICASSP 2022 Deep Noise Suppression Challenge,”
Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, and Robert Aichner, · 2022
Later among the works it cites.
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“Dnsmos p. 835: A non-intrusive perceptual objective speech quality metric to evaluate noise suppressors,”
Chandan KA Reddy, Vishak Gopal, and Ross Cutler, · 2022
Cited alongside, same era.