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@inproceedings{DBLP:conf/icassp/BraliosTWSR23,
author = {Dimitrios Bralios and
Efthymios Tzinis and
Gordon Wichern and
Paris Smaragdis and
Jonathan Le Roux},
title = {Latent Iterative Refinement for Modular Source Separation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10096897},
doi = {10.1109/ICASSP49357.2023.10096897},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/BraliosTWSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TzinisWSR23,
author = {Efthymios Tzinis and
Gordon Wichern and
Paris Smaragdis and
Jonathan Le Roux},
title = {Optimal Condition Training for Target Source Separation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095128},
doi = {10.1109/ICASSP49357.2023.10095128},
timestamp = {Sun, 05 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TzinisWSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waspaa/BraliosTS23,
author = {Dimitrios Bralios and
Efthymios Tzinis and
Paris Smaragdis},
title = {Complete and Separate: Conditional Separation with Missing Target
Source Attribute Completion},
booktitle = {{IEEE} Workshop on Applications of Signal Processing to Audio and
Acoustics, {WASPAA} 2023, New Paltz, NY, USA, October 22-25, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WASPAA58266.2023.10248081},
doi = {10.1109/WASPAA58266.2023.10248081},
timestamp = {Sat, 23 Sep 2023 11:31:10 +0200},
biburl = {https://dblp.org/rec/conf/waspaa/BraliosTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03533,
author = {Simon Leglaive and
L{\'{e}}onie Borne and
Efthymios Tzinis and
Mostafa Sadeghi and
Matthieu Fraticelli and
Scott Wisdom and
Manuel Pariente and
Daniel Pressnitzer and
John R. Hershey},
title = {The CHiME-7 {UDASE} task: Unsupervised domain adaptation for conversational
speech enhancement},
journal = {CoRR},
volume = {abs/2307.03533},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03533},
doi = {10.48550/ARXIV.2307.03533},
eprinttype = {arXiv},
eprint = {2307.03533},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03533.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-14609,
author = {Dimitrios Bralios and
Efthymios Tzinis and
Paris Smaragdis},
title = {Complete and separate: Conditional separation with missing target
source attribute completion},
journal = {CoRR},
volume = {abs/2307.14609},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.14609},
doi = {10.48550/ARXIV.2307.14609},
eprinttype = {arXiv},
eprint = {2307.14609},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-14609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/TzinisAIXSK22,
author = {Efthymios Tzinis and
Yossi Adi and
Vamsi K. Ithapu and
Buye Xu and
Paris Smaragdis and
Anurag Kumar},
title = {RemixIT: Continual Self-Training of Speech Enhancement Models via
Bootstrapped Remixing},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {16},
number = {6},
pages = {1329--1341},
year = {2022},
url = {https://doi.org/10.1109/JSTSP.2022.3200911},
doi = {10.1109/JSTSP.2022.3200911},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/TzinisAIXSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/WangSJWTRS22,
author = {Zhepei Wang and
Cem Subakan and
Xilin Jiang and
Junkai Wu and
Efthymios Tzinis and
Mirco Ravanelli and
Paris Smaragdis},
title = {Learning Representations for New Sound Classes With Continual Self-Supervised
Learning},
journal = {{IEEE} Signal Process. Lett.},
volume = {29},
pages = {2607--2611},
year = {2022},
url = {https://doi.org/10.1109/LSP.2022.3229643},
doi = {10.1109/LSP.2022.3229643},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/WangSJWTRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/TzinisWJS22,
author = {Efthymios Tzinis and
Zhepei Wang and
Xilin Jiang and
Paris Smaragdis},
title = {Compute and Memory Efficient Universal Sound Source Separation},
journal = {J. Signal Process. Syst.},
volume = {94},
number = {2},
pages = {245--259},
year = {2022},
url = {https://doi.org/10.1007/s11265-021-01683-x},
doi = {10.1007/S11265-021-01683-X},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vlsisp/TzinisWJS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/TzinisWRH22,
author = {Efthymios Tzinis and
Scott Wisdom and
Tal Remez and
John R. Hershey},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {AudioScopeV2: Audio-Visual Attention Architectures for Calibrated
Open-Domain On-Screen Sound Separation},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXXVII}},
series = {Lecture Notes in Computer Science},
volume = {13697},
pages = {368--385},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19836-6\_21},
doi = {10.1007/978-3-031-19836-6\_21},
timestamp = {Wed, 26 Oct 2022 09:56:24 +0200},
biburl = {https://dblp.org/rec/conf/eccv/TzinisWRH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TzinisAIXK22,
author = {Efthymios Tzinis and
Yossi Adi and
Vamsi K. Ithapu and
Buye Xu and
Anurag Kumar},
title = {Continual Self-Training With Bootstrapped Remixing For Speech Enhancement},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {6947--6951},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9747463},
doi = {10.1109/ICASSP43922.2022.9747463},
timestamp = {Tue, 07 Jun 2022 17:34:47 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TzinisAIXK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/TzinisWSSR22,
author = {Efthymios Tzinis and
Gordon Wichern and
Aswin Shanmugam Subramanian and
Paris Smaragdis and
Jonathan Le Roux},
editor = {Hanseok Ko and
John H. L. Hansen},
title = {Heterogeneous Target Speech Separation},
booktitle = {23rd Annual Conference of the International Speech Communication Association,
Interspeech 2022, Incheon, Korea, September 18-22, 2022},
pages = {1796--1800},
publisher = {{ISCA}},
year = {2022},
url = {https://doi.org/10.21437/Interspeech.2022-10717},
doi = {10.21437/INTERSPEECH.2022-10717},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/TzinisWSSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08862,
author = {Efthymios Tzinis and
Yossi Adi and
Vamsi Krishna Ithapu and
Buye Xu and
Paris Smaragdis and
Anurag Kumar},
title = {RemixIT: Continual self-training of speech enhancement models via
bootstrapped remixing},
journal = {CoRR},
volume = {abs/2202.08862},
year = {2022},
url = {https://arxiv.org/abs/2202.08862},
eprinttype = {arXiv},
eprint = {2202.08862},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-03594,
author = {Efthymios Tzinis and
Gordon Wichern and
Aswin Shanmugam Subramanian and
Paris Smaragdis and
Jonathan Le Roux},
title = {Heterogeneous Target Speech Separation},
journal = {CoRR},
volume = {abs/2204.03594},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.03594},
doi = {10.48550/ARXIV.2204.03594},
eprinttype = {arXiv},
eprint = {2204.03594},
timestamp = {Tue, 11 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-03594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-07390,
author = {Zhepei Wang and
Cem Subakan and
Xilin Jiang and
Junkai Wu and
Efthymios Tzinis and
Mirco Ravanelli and
Paris Smaragdis},
title = {Learning Representations for New Sound Classes With Continual Self-Supervised
Learning},
journal = {CoRR},
volume = {abs/2205.07390},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.07390},
doi = {10.48550/ARXIV.2205.07390},
eprinttype = {arXiv},
eprint = {2205.07390},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-07390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10141,
author = {Efthymios Tzinis and
Scott Wisdom and
Tal Remez and
John R. Hershey},
title = {AudioScopeV2: Audio-Visual Attention Architectures for Calibrated
Open-Domain On-Screen Sound Separation},
journal = {CoRR},
volume = {abs/2207.10141},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.10141},
doi = {10.48550/ARXIV.2207.10141},
eprinttype = {arXiv},
eprint = {2207.10141},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-10141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05927,
author = {Efthymios Tzinis and
Gordon Wichern and
Paris Smaragdis and
Jonathan Le Roux},
title = {Optimal Condition Training for Target Source Separation},
journal = {CoRR},
volume = {abs/2211.05927},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05927},
doi = {10.48550/ARXIV.2211.05927},
eprinttype = {arXiv},
eprint = {2211.05927},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05927.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-11917,
author = {Dimitrios Bralios and
Efthymios Tzinis and
Gordon Wichern and
Paris Smaragdis and
Jonathan Le Roux},
title = {Latent Iterative Refinement for Modular Source Separation},
journal = {CoRR},
volume = {abs/2211.11917},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.11917},
doi = {10.48550/ARXIV.2211.11917},
eprinttype = {arXiv},
eprint = {2211.11917},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-11917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TzinisBS21,
author = {Efthymios Tzinis and
Dimitrios Bralios and
Paris Smaragdis},
title = {Unified Gradient Reweighting for Model Biasing with Applications to
Source Separation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {531--535},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9414071},
doi = {10.1109/ICASSP39728.2021.9414071},
timestamp = {Thu, 08 Jul 2021 17:12:48 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TzinisBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TzinisWJHREH21,
author = {Efthymios Tzinis and
Scott Wisdom and
Aren Jansen and
Shawn Hershey and
Tal Remez and
Dan Ellis and
John R. Hershey},
title = {Into the Wild with AudioScope: Unsupervised Audio-Visual Separation
of On-Screen Sounds},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=MDsQkFP1Aw},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TzinisWJHREH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waspaa/TzinisCWS21,
author = {Efthymios Tzinis and
Jonah Casebeer and
Zhepei Wang and
Paris Smaragdis},
title = {Separate But Together: Unsupervised Federated Learning for Speech
Enhancement from Non-IID Data},
booktitle = {{IEEE} Workshop on Applications of Signal Processing to Audio and
Acoustics, {WASPAA} 2021, New Paltz, NY, USA, October 17-20, 2021},
pages = {46--50},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WASPAA52581.2021.9632783},
doi = {10.1109/WASPAA52581.2021.9632783},
timestamp = {Tue, 21 Dec 2021 10:11:15 +0100},
biburl = {https://dblp.org/rec/conf/waspaa/TzinisCWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waspaa/WangCCTS21,
author = {Zhepei Wang and
Jonah Casebeer and
Adam Clemmitt and
Efthymios Tzinis and
Paris Smaragdis},
title = {Sound Event Detection with Adaptive Frequency Selection},
booktitle = {{IEEE} Workshop on Applications of Signal Processing to Audio and
Acoustics, {WASPAA} 2021, New Paltz, NY, USA, October 17-20, 2021},
pages = {41--45},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WASPAA52581.2021.9632798},
doi = {10.1109/WASPAA52581.2021.9632798},
timestamp = {Tue, 21 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/waspaa/WangCCTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02644,
author = {Efthymios Tzinis and
Zhepei Wang and
Xilin Jiang and
Paris Smaragdis},
title = {Compute and memory efficient universal sound source separation},
journal = {CoRR},
volume = {abs/2103.02644},
year = {2021},
url = {https://arxiv.org/abs/2103.02644},
eprinttype = {arXiv},
eprint = {2103.02644},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07072,
author = {Georgios Paraskevopoulos and
Efthymios Tzinis and
Nikolaos Ellinas and
Theodoros Giannakopoulos and
Alexandros Potamianos},
title = {Unsupervised low-rank representations for speech emotion recognition},
journal = {CoRR},
volume = {abs/2104.07072},
year = {2021},
url = {https://arxiv.org/abs/2104.07072},
eprinttype = {arXiv},
eprint = {2104.07072},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04727,
author = {Efthymios Tzinis and
Jonah Casebeer and
Zhepei Wang and
Paris Smaragdis},
title = {Separate but Together: Unsupervised Federated Learning for Speech
Enhancement from Non-IID Data},
journal = {CoRR},
volume = {abs/2105.04727},
year = {2021},
url = {https://arxiv.org/abs/2105.04727},
eprinttype = {arXiv},
eprint = {2105.04727},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04727.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-07596,
author = {Zhepei Wang and
Jonah Casebeer and
Adam Clemmitt and
Efthymios Tzinis and
Paris Smaragdis},
title = {Sound Event Detection with Adaptive Frequency Selection},
journal = {CoRR},
volume = {abs/2105.07596},
year = {2021},
url = {https://arxiv.org/abs/2105.07596},
eprinttype = {arXiv},
eprint = {2105.07596},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-07596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09669,
author = {Efthymios Tzinis and
Scott Wisdom and
Tal Remez and
John R. Hershey},
title = {Improving On-Screen Sound Separation for Open Domain Videos with Audio-Visual
Self-attention},
journal = {CoRR},
volume = {abs/2106.09669},
year = {2021},
url = {https://arxiv.org/abs/2106.09669},
eprinttype = {arXiv},
eprint = {2106.09669},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09669.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10103,
author = {Efthymios Tzinis and
Yossi Adi and
Vamsi K. Ithapu and
Buye Xu and
Anurag Kumar},
title = {Continual self-training with bootstrapped remixing for speech enhancement},
journal = {CoRR},
volume = {abs/2110.10103},
year = {2021},
url = {https://arxiv.org/abs/2110.10103},
eprinttype = {arXiv},
eprint = {2110.10103},
timestamp = {Tue, 21 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TzinisVWSS20,
author = {Efthymios Tzinis and
Shrikant Venkataramani and
Zhepei Wang and
Y. Cem S{\"{u}}bakan and
Paris Smaragdis},
title = {Two-Step Sound Source Separation: Training On Learned Latent Targets},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {31--35},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9054172},
doi = {10.1109/ICASSP40776.2020.9054172},
timestamp = {Thu, 23 Jul 2020 16:19:28 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TzinisVWSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TzinisWHJE20,
author = {Efthymios Tzinis and
Scott Wisdom and
John R. Hershey and
Aren Jansen and
Daniel P. W. Ellis},
title = {Improving Universal Sound Separation Using Sound Classification},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {96--100},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053921},
doi = {10.1109/ICASSP40776.2020.9053921},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TzinisWHJE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/VenkataramaniTS20,
author = {Shrikant Venkataramani and
Efthymios Tzinis and
Paris Smaragdis},
title = {End-To-End Non-Negative Autoencoders for Sound Source Separation},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {116--120},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053588},
doi = {10.1109/ICASSP40776.2020.9053588},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/VenkataramaniTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ParienteCCSTHOS20,
author = {Manuel Pariente and
Samuele Cornell and
Joris Cosentino and
Sunit Sivasankaran and
Efthymios Tzinis and
Jens Heitkaemper and
Michel Olvera and
Fabian{-}Robert St{\"{o}}ter and
Mathieu Hu and
Juan M. Mart{\'{\i}}n{-}Do{\~{n}}as and
David Ditter and
Ariel Frank and
Antoine Deleforge and
Emmanuel Vincent},
editor = {Helen Meng and
Bo Xu and
Thomas Fang Zheng},
title = {Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers},
booktitle = {21st Annual Conference of the International Speech Communication Association,
Interspeech 2020, Virtual Event, Shanghai, China, October 25-29, 2020},
pages = {2637--2641},
publisher = {{ISCA}},
year = {2020},
url = {https://doi.org/10.21437/Interspeech.2020-1673},
doi = {10.21437/INTERSPEECH.2020-1673},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ParienteCCSTHOS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/TzinisWS20,
author = {Efthymios Tzinis and
Zhepei Wang and
Paris Smaragdis},
title = {Sudo {RM} -RF: Efficient Networks for Universal Audio Source Separation},
booktitle = {30th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2020, Espoo, Finland, September 21-24, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/MLSP49062.2020.9231900},
doi = {10.1109/MLSP49062.2020.9231900},
timestamp = {Mon, 26 Oct 2020 17:35:16 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/TzinisWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WisdomTEWWH20,
author = {Scott Wisdom and
Efthymios Tzinis and
Hakan Erdogan and
Ron J. Weiss and
Kevin W. Wilson and
John R. Hershey},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Unsupervised Sound Separation Using Mixture Invariant Training},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/28538c394c36e4d5ea8ff5ad60562a93-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WisdomTEWWH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04132,
author = {Manuel Pariente and
Samuele Cornell and
Joris Cosentino and
Sunit Sivasankaran and
Efthymios Tzinis and
Jens Heitkaemper and
Michel Olvera and
Fabian{-}Robert St{\"{o}}ter and
Mathieu Hu and
Juan M. Mart{\'{\i}}n{-}Do{\~{n}}as and
David Ditter and
Ariel Frank and
Antoine Deleforge and
Emmanuel Vincent},
title = {Asteroid: the PyTorch-based audio source separation toolkit for researchers},
journal = {CoRR},
volume = {abs/2005.04132},
year = {2020},
url = {https://arxiv.org/abs/2005.04132},
eprinttype = {arXiv},
eprint = {2005.04132},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04132.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12701,
author = {Scott Wisdom and
Efthymios Tzinis and
Hakan Erdogan and
Ron J. Weiss and
Kevin W. Wilson and
John R. Hershey},
title = {Unsupervised Sound Separation Using Mixtures of Mixtures},
journal = {CoRR},
volume = {abs/2006.12701},
year = {2020},
url = {https://arxiv.org/abs/2006.12701},
eprinttype = {arXiv},
eprint = {2006.12701},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-06833,
author = {Efthymios Tzinis and
Zhepei Wang and
Paris Smaragdis},
title = {Sudo rm -rf: Efficient Networks for Universal Audio Source Separation},
journal = {CoRR},
volume = {abs/2007.06833},
year = {2020},
url = {https://arxiv.org/abs/2007.06833},
eprinttype = {arXiv},
eprint = {2007.06833},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-06833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13228,
author = {Efthymios Tzinis and
Dimitrios Bralios and
Paris Smaragdis},
title = {Unified Gradient Reweighting for Model Biasing with Applications to
Source Separation},
journal = {CoRR},
volume = {abs/2010.13228},
year = {2020},
url = {https://arxiv.org/abs/2010.13228},
eprinttype = {arXiv},
eprint = {2010.13228},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-13228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01143,
author = {Efthymios Tzinis and
Scott Wisdom and
Aren Jansen and
Shawn Hershey and
Tal Remez and
Daniel P. W. Ellis and
John R. Hershey},
title = {Into the Wild with AudioScope: Unsupervised Audio-Visual Separation
of On-Screen Sounds},
journal = {CoRR},
volume = {abs/2011.01143},
year = {2020},
url = {https://arxiv.org/abs/2011.01143},
eprinttype = {arXiv},
eprint = {2011.01143},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01143.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TzinisVS19,
author = {Efthymios Tzinis and
Shrikant Venkataramani and
Paris Smaragdis},
title = {Unsupervised Deep Clustering for Source Separation: Direct Learning
from Mixtures Using Spatial Information},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {81--85},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683201},
doi = {10.1109/ICASSP.2019.8683201},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TzinisVS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/Paraskevopoulos19,
author = {Georgios Paraskevopoulos and
Efthymios Tzinis and
Nikolaos Ellinas and
Theodoros Giannakopoulos and
Alexandros Potamianos},
editor = {Gernot Kubin and
Zdravko Kacic},
title = {Unsupervised Low-Rank Representations for Speech Emotion Recognition},
booktitle = {20th Annual Conference of the International Speech Communication Association,
Interspeech 2019, Graz, Austria, September 15-19, 2019},
pages = {939--943},
publisher = {{ISCA}},
year = {2019},
url = {https://doi.org/10.21437/Interspeech.2019-2769},
doi = {10.21437/INTERSPEECH.2019-2769},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/Paraskevopoulos19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waspaa/VenkataramaniTS19,
author = {Shrikant Venkataramani and
Efthymios Tzinis and
Paris Smaragdis},
title = {A Style Transfer Approach to Source Separation},
booktitle = {2019 {IEEE} Workshop on Applications of Signal Processing to Audio
and Acoustics, {WASPAA} 2019, New Paltz, NY, USA, October 20-23, 2019},
pages = {170--174},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WASPAA.2019.8937203},
doi = {10.1109/WASPAA.2019.8937203},
timestamp = {Mon, 13 Jan 2020 12:50:55 +0100},
biburl = {https://dblp.org/rec/conf/waspaa/VenkataramaniTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waspaa/WangSTSC19,
author = {Zhepei Wang and
Y. Cem S{\"{u}}bakan and
Efthymios Tzinis and
Paris Smaragdis and
Laurent Charlin},
title = {Continual Learning of New Sound Classes Using Generative Replay},
booktitle = {2019 {IEEE} Workshop on Applications of Signal Processing to Audio
and Acoustics, {WASPAA} 2019, New Paltz, NY, USA, October 20-23, 2019},
pages = {308--312},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WASPAA.2019.8937236},
doi = {10.1109/WASPAA.2019.8937236},
timestamp = {Mon, 13 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/waspaa/WangSTSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01482,
author = {Efthymios Tzinis},
title = {Bootstrapped Coordinate Search for Multidimensional Scaling},
journal = {CoRR},
volume = {abs/1902.01482},
year = {2019},
url = {http://arxiv.org/abs/1902.01482},
eprinttype = {arXiv},
eprint = {1902.01482},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00151,
author = {Shrikant Venkataramani and
Efthymios Tzinis and
Paris Smaragdis},
title = {A Style Transfer Approach to Source Separation},
journal = {CoRR},
volume = {abs/1905.00151},
year = {2019},
url = {http://arxiv.org/abs/1905.00151},
eprinttype = {arXiv},
eprint = {1905.00151},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-00151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00654,
author = {Zhepei Wang and
Y. Cem S{\"{u}}bakan and
Efthymios Tzinis and
Paris Smaragdis and
Laurent Charlin},
title = {Continual Learning of New Sound Classes using Generative Replay},
journal = {CoRR},
volume = {abs/1906.00654},
year = {2019},
url = {http://arxiv.org/abs/1906.00654},
eprinttype = {arXiv},
eprint = {1906.00654},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09804,
author = {Efthymios Tzinis and
Shrikant Venkataramani and
Zhepei Wang and
Y. Cem S{\"{u}}bakan and
Paris Smaragdis},
title = {Two-Step Sound Source Separation: Training on Learned Latent Targets},
journal = {CoRR},
volume = {abs/1910.09804},
year = {2019},
url = {http://arxiv.org/abs/1910.09804},
eprinttype = {arXiv},
eprint = {1910.09804},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-00102,
author = {Shrikant Venkataramani and
Efthymios Tzinis and
Paris Smaragdis},
title = {End-to-end Non-Negative Autoencoders for Sound Source Separation},
journal = {CoRR},
volume = {abs/1911.00102},
year = {2019},
url = {http://arxiv.org/abs/1911.00102},
eprinttype = {arXiv},
eprint = {1911.00102},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-00102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07951,
author = {Efthymios Tzinis and
Scott Wisdom and
John R. Hershey and
Aren Jansen and
Daniel P. W. Ellis},
title = {Improving Universal Sound Separation Using Sound Classification},
journal = {CoRR},
volume = {abs/1911.07951},
year = {2019},
url = {http://arxiv.org/abs/1911.07951},
eprinttype = {arXiv},
eprint = {1911.07951},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/TzinisPBP18,
author = {Efthymios Tzinis and
Georgios Paraskevopoulos and
Christos Baziotis and
Alexandros Potamianos},
editor = {B. Yegnanarayana},
title = {Integrating Recurrence Dynamics for Speech Emotion Recognition},
booktitle = {19th Annual Conference of the International Speech Communication Association,
Interspeech 2018, Hyderabad, India, September 2-6, 2018},
pages = {927--931},
publisher = {{ISCA}},
year = {2018},
url = {https://doi.org/10.21437/Interspeech.2018-1377},
doi = {10.21437/INTERSPEECH.2018-1377},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/TzinisPBP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00416,
author = {Georgios Paraskevopoulos and
Efthymios Tzinis and
Emmanouil{-}Vasileios Vlatakis{-}Gkaragkounis and
Alexandros Potamianos},
title = {Pattern Search Multidimensional Scaling},
journal = {CoRR},
volume = {abs/1806.00416},
year = {2018},
url = {http://arxiv.org/abs/1806.00416},
eprinttype = {arXiv},
eprint = {1806.00416},
timestamp = {Thu, 07 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00416.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01531,
author = {Efthymios Tzinis and
Shrikant Venkataramani and
Paris Smaragdis},
title = {Unsupervised Deep Clustering for Source Separation: Direct Learning
from Mixtures using Spatial Information},
journal = {CoRR},
volume = {abs/1811.01531},
year = {2018},
url = {http://arxiv.org/abs/1811.01531},
eprinttype = {arXiv},
eprint = {1811.01531},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04133,
author = {Efthymios Tzinis and
Georgios Paraskevopoulos and
Christos Baziotis and
Alexandros Potamianos},
title = {Integrating Recurrence Dynamics for Speech Emotion Recognition},
journal = {CoRR},
volume = {abs/1811.04133},
year = {2018},
url = {http://arxiv.org/abs/1811.04133},
eprinttype = {arXiv},
eprint = {1811.04133},
timestamp = {Fri, 23 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-04133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/TzinisP17,
author = {Efthymios Tzinis and
Alexandros Potamianos},
title = {Segment-based speech emotion recognition using recurrent neural networks},
booktitle = {Seventh International Conference on Affective Computing and Intelligent
Interaction, {ACII} 2017, San Antonio, TX, USA, October 23-26, 2017},
pages = {190--195},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ACII.2017.8273599},
doi = {10.1109/ACII.2017.8273599},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acii/TzinisP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChorianopoulouT17,
author = {Arodami Chorianopoulou and
Efthymios Tzinis and
Elias Iosif and
Asimenia Papoulidi and
Christina Papailiou and
Alexandros Potamianos},
title = {Engagement detection for children with Autism Spectrum Disorder},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {5055--5059},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7953119},
doi = {10.1109/ICASSP.2017.7953119},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChorianopoulouT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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