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ORCIDBibTeX records: Franz Pernkopf
@article{DBLP:journals/jmlr/RothSKPTFPG24,
author = {Wolfgang Roth and
G{\"{u}}nther Schindler and
Bernhard Klein and
Robert Peharz and
Sebastian Tschiatschek and
Holger Fr{\"{o}}ning and
Franz Pernkopf and
Zoubin Ghahramani},
title = {Resource-Efficient Neural Networks for Embedded Systems},
journal = {J. Mach. Learn. Res.},
volume = {25},
pages = {50:1--50:51},
year = {2024},
url = {https://jmlr.org/papers/v25/18-566.html},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RothSKPTFPG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Mutsam0ZP24,
author = {Nikolaus Mutsam and
Alexander Fuchs and
Fabio Ziegler and
Franz Pernkopf},
title = {Data-Scarce Condition Modeling Requires Model-Based Prior Regularization},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {6695--6699},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446987},
doi = {10.1109/ICASSP48485.2024.10446987},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Mutsam0ZP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05385,
author = {Christian Oswald and
M{\'{a}}t{\'{e}} T{\'{o}}th and
Paul Meissner and
Franz Pernkopf},
title = {Angle-Equivariant Convolutional Neural Networks for Interference Mitigation
in Automotive Radar},
journal = {CoRR},
volume = {abs/2401.05385},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05385},
doi = {10.48550/ARXIV.2401.05385},
eprinttype = {arXiv},
eprint = {2401.05385},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14781,
author = {Christian Toth and
Christian Knoll and
Franz Pernkopf and
Robert Peharz},
title = {Rao-Blackwellising Bayesian Causal Inference},
journal = {CoRR},
volume = {abs/2402.14781},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14781},
doi = {10.48550/ARXIV.2402.14781},
eprinttype = {arXiv},
eprint = {2402.14781},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-15514,
author = {Harald Leisenberger and
Christian Knoll and
Franz Pernkopf},
title = {On the Convexity and Reliability of the Bethe Free Energy Approximation},
journal = {CoRR},
volume = {abs/2405.15514},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.15514},
doi = {10.48550/ARXIV.2405.15514},
eprinttype = {arXiv},
eprint = {2405.15514},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-15514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-09127,
author = {Benedikt Kantz and
Clemens Staudinger and
Christoph Feilmayr and
Johannes Wachlmayr and
Alexander Haberl and
Stefan Schuster and
Franz Pernkopf},
title = {Robustness of Explainable Artificial Intelligence in Industrial Process
Modelling},
journal = {CoRR},
volume = {abs/2407.09127},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.09127},
doi = {10.48550/ARXIV.2407.09127},
eprinttype = {arXiv},
eprint = {2407.09127},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-09127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KnollWP23,
author = {Christian Knoll and
Adrian Weller and
Franz Pernkopf},
title = {Self-Guided Belief Propagation - {A} Homotopy Continuation Method},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {4},
pages = {5139--5157},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3196140},
doi = {10.1109/TPAMI.2022.3196140},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/KnollWP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/FuchsKMPHLP23,
author = {Alexander Fuchs and
Christian Knoll and
Nima N. Moghadam and
Alexey Pak and
Jinliang Huang and
Erik Leitinger and
Franz Pernkopf},
title = {Self-Attention for Enhanced {OAMP} Detection in {MIMO} Systems},
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/ICASSP49357.2023.10094561},
doi = {10.1109/ICASSP49357.2023.10094561},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/FuchsKMPHLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ModerlLPW23,
author = {Jakob M{\"{o}}derl and
Erik Leitinger and
Franz Pernkopf and
Klaus Witrisal},
title = {Variational Message Passing-Based Respiratory Motion Estimation and
Detection Using Radar Signals},
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/ICASSP49357.2023.10095725},
doi = {10.1109/ICASSP49357.2023.10095725},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ModerlLPW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/KnollP23,
author = {Christian Knoll and
Franz Pernkopf},
editor = {Danilo Comminiello and
Michele Scarpiniti},
title = {Reliable Belief Propagation: Recent Theoretical and Practical Advances},
booktitle = {33rd {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2023, Rome, Italy, September 17-20, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/MLSP55844.2023.10285934},
doi = {10.1109/MLSP55844.2023.10285934},
timestamp = {Mon, 06 Nov 2023 17:21:37 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/KnollP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-w1,
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-23618-1},
doi = {10.1007/978-3-031-23618-1},
isbn = {978-3-031-23617-4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2022-w1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-w2,
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-23633-4},
doi = {10.1007/978-3-031-23633-4},
isbn = {978-3-031-23632-7},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2022-w2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07821,
author = {Alexander Fuchs and
Christian Knoll and
Nima N. Moghadam and
Alexey Pak and
Jinliang Huang and
Erik Leitinger and
Franz Pernkopf},
title = {Self-attention for Enhanced {OAMP} Detection in {MIMO} Systems},
journal = {CoRR},
volume = {abs/2303.07821},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07821},
doi = {10.48550/ARXIV.2303.07821},
eprinttype = {arXiv},
eprint = {2303.07821},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09790,
author = {Christian Oswald and
M{\'{a}}t{\'{e}} T{\'{o}}th and
Paul Meissner and
Franz Pernkopf},
title = {End-to-End Training of Neural Networks for Automotive Radar Interference
Mitigation},
journal = {CoRR},
volume = {abs/2312.09790},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.09790},
doi = {10.48550/ARXIV.2312.09790},
eprinttype = {arXiv},
eprint = {2312.09790},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-09790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/speech/PfeifenbergerP22,
author = {Lukas Pfeifenberger and
Franz Pernkopf},
title = {Blind Speech Separation and Dereverberation using neural beamforming},
journal = {Speech Commun.},
volume = {140},
pages = {29--41},
year = {2022},
url = {https://doi.org/10.1016/j.specom.2022.03.004},
doi = {10.1016/J.SPECOM.2022.03.004},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/speech/PfeifenbergerP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/NguyenP22,
author = {Truc Nguyen and
Franz Pernkopf},
title = {Lung Sound Classification Using Co-Tuning and Stochastic Normalization},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {69},
number = {9},
pages = {2872--2882},
year = {2022},
url = {https://doi.org/10.1109/TBME.2022.3156293},
doi = {10.1109/TBME.2022.3156293},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/NguyenP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Obermair0PFAW22,
author = {Christoph Obermair and
Alexander Fuchs and
Franz Pernkopf and
Lukas Felsberger and
Andrea Apollonio and
Daniel Wollmann},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Example or Prototype? Learning Concept-Based Explanations in Time-Series},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {816--831},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/obermair23a.html},
timestamp = {Tue, 07 May 2024 20:11:56 +0200},
biburl = {https://dblp.org/rec/conf/acml/Obermair0PFAW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PeterRP22,
author = {David Peter and
Wolfgang Roth and
Franz Pernkopf},
title = {End-to-End Keyword Spotting Using Neural Architecture Search and Quantization},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {3423--3427},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746535},
doi = {10.1109/ICASSP43922.2022.9746535},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/PeterRP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/SchupplerBKP22,
author = {Barbara Schuppler and
Emil Berger and
Xenia Kogler and
Franz Pernkopf},
editor = {Hanseok Ko and
John H. L. Hansen},
title = {Homophone Disambiguation Profits from Durational Information},
booktitle = {23rd Annual Conference of the International Speech Communication Association,
Interspeech 2022, Incheon, Korea, September 18-22, 2022},
pages = {3198--3202},
publisher = {{ISCA}},
year = {2022},
url = {https://doi.org/10.21437/Interspeech.2022-10109},
doi = {10.21437/INTERSPEECH.2022-10109},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/SchupplerBKP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TothLKKPPK22,
author = {Christian Toth and
Lars Lorch and
Christian Knoll and
Andreas Krause and
Franz Pernkopf and
Robert Peharz and
Julius von K{\"{u}}gelgen},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Active Bayesian Causal Inference},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/675e371eeeea99551ce47797ed6ed33e-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TothLKKPPK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LeisenbergerP022,
author = {Harald Leisenberger and
Franz Pernkopf and
Christian Knoll},
editor = {James Cussens and
Kun Zhang},
title = {Fixing the Bethe approximation: How structural modifications in a
graph improve belief propagation},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {1085--1095},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/leisenberger22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/LeisenbergerP022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-10360,
author = {Johanna Rock and
Wolfgang Roth and
M{\'{a}}t{\'{e}} T{\'{o}}th and
Paul Meissner and
Franz Pernkopf},
title = {Resource-efficient Deep Neural Networks for Automotive Radar Interference
Mitigation},
journal = {CoRR},
volume = {abs/2201.10360},
year = {2022},
url = {https://arxiv.org/abs/2201.10360},
eprinttype = {arXiv},
eprint = {2201.10360},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-10360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05610,
author = {Christoph Obermair and
Thomas Cartier{-}Michaud and
Andrea Apollonio and
William Millar and
Lukas Felsberger and
Lorenz Fischl and
Holger Severin Bovbjerg and
Daniel Wollmann and
Walter Wuensch and
Nuria Catalan Lasheras and
Mar{\c{c}}{\`{a}} Boronat and
Franz Pernkopf and
Graeme Burt},
title = {Explainable Machine Learning for Breakdown Prediction in High Gradient
{RF} Cavities},
journal = {CoRR},
volume = {abs/2202.05610},
year = {2022},
url = {https://arxiv.org/abs/2202.05610},
eprinttype = {arXiv},
eprint = {2202.05610},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02063,
author = {Christian Toth and
Lars Lorch and
Christian Knoll and
Andreas Krause and
Franz Pernkopf and
Robert Peharz and
Julius von K{\"{u}}gelgen},
title = {Active Bayesian Causal Inference},
journal = {CoRR},
volume = {abs/2206.02063},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02063},
doi = {10.48550/ARXIV.2206.02063},
eprinttype = {arXiv},
eprint = {2206.02063},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/RockRTMP21,
author = {Johanna Rock and
Wolfgang Roth and
M{\'{a}}t{\'{e}} T{\'{o}}th and
Paul Meissner and
Franz Pernkopf},
title = {Resource-Efficient Deep Neural Networks for Automotive Radar Interference
Mitigation},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {15},
number = {4},
pages = {927--940},
year = {2021},
url = {https://doi.org/10.1109/JSTSP.2021.3062452},
doi = {10.1109/JSTSP.2021.3062452},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/RockRTMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/AichingerP21,
author = {Philipp Aichinger and
Franz Pernkopf},
title = {Synthesis and Analysis-By-Synthesis of Modulated Diplophonic Glottal
Area Waveforms},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {29},
pages = {914--926},
year = {2021},
url = {https://doi.org/10.1109/TASLP.2021.3053387},
doi = {10.1109/TASLP.2021.3053387},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/AichingerP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/NguyenP21,
author = {Truc Nguyen and
Franz Pernkopf},
title = {Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input
Convolutional Neural Networks},
booktitle = {43rd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2021, Mexico, November 1-5,
2021},
pages = {80--83},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/EMBC46164.2021.9630577},
doi = {10.1109/EMBC46164.2021.9630577},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/NguyenP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/FragnerTGPP21,
author = {Stefan Fragner and
Tobias Topar and
Maximilian Giller and
Lukas Pfeifenberger and
Franz Pernkopf},
editor = {Hynek Hermansky and
Honza Cernock{\'{y}} and
Luk{\'{a}}s Burget and
Lori Lamel and
Odette Scharenborg and
Petr Motl{\'{\i}}cek},
title = {Autonomous Robot for Measuring Room Impulse Responses},
booktitle = {22nd Annual Conference of the International Speech Communication Association,
Interspeech 2021, Brno, Czechia, August 30 - September 3, 2021},
pages = {2341--2342},
publisher = {{ISCA}},
year = {2021},
url = {https://www.isca-speech.org/archive/interspeech\_2021/fragner21\_interspeech.html},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/FragnerTGPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/PfeifenbergerZP21,
author = {Lukas Pfeifenberger and
Matthias Z{\"{o}}hrer and
Franz Pernkopf},
editor = {Hynek Hermansky and
Honza Cernock{\'{y}} and
Luk{\'{a}}s Burget and
Lori Lamel and
Odette Scharenborg and
Petr Motl{\'{\i}}cek},
title = {Acoustic Echo Cancellation with Cross-Domain Learning},
booktitle = {22nd Annual Conference of the International Speech Communication Association,
Interspeech 2021, Brno, Czechia, August 30 - September 3, 2021},
pages = {4753--4757},
publisher = {{ISCA}},
year = {2021},
url = {https://doi.org/10.21437/Interspeech.2021-85},
doi = {10.21437/INTERSPEECH.2021-85},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/PfeifenbergerZP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LeisenbergerKSP21,
author = {Harald Leisenberger and
Christian Knoll and
Richard Seeber and
Franz Pernkopf},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Convergence behavior of belief propagation: estimating regions of
attraction via Lyapunov functions},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1863--1873},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/leisenberger21a.html},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LeisenbergerKSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-w1,
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2},
doi = {10.1007/978-3-030-93736-2},
isbn = {978-3-030-93735-5},
timestamp = {Sat, 12 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2021-w1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-w2,
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1},
doi = {10.1007/978-3-030-93733-1},
isbn = {978-3-030-93732-4},
timestamp = {Sat, 12 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2021-w2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-13443,
author = {Lukas Pfeifenberger and
Franz Pernkopf},
title = {Blind Speech Separation and Dereverberation using Neural Beamforming},
journal = {CoRR},
volume = {abs/2103.13443},
year = {2021},
url = {https://arxiv.org/abs/2103.13443},
eprinttype = {arXiv},
eprint = {2103.13443},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-13443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06666,
author = {David Peter and
Wolfgang Roth and
Franz Pernkopf},
title = {End-to-end Keyword Spotting using Neural Architecture Search and Quantization},
journal = {CoRR},
volume = {abs/2104.06666},
year = {2021},
url = {https://arxiv.org/abs/2104.06666},
eprinttype = {arXiv},
eprint = {2104.06666},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-14921,
author = {Truc Nguyen and
Franz Pernkopf},
title = {Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input
Convolitional Neural Networks},
journal = {CoRR},
volume = {abs/2104.14921},
year = {2021},
url = {https://arxiv.org/abs/2104.14921},
eprinttype = {arXiv},
eprint = {2104.14921},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-14921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00929,
author = {Alexander Fuchs and
Johanna Rock and
M{\'{a}}t{\'{e}} T{\'{o}}th and
Paul Meissner and
Franz Pernkopf},
title = {Complex-valued Convolutional Neural Networks for Enhanced Radar Signal
Denoising and Interference Mitigation},
journal = {CoRR},
volume = {abs/2105.00929},
year = {2021},
url = {https://arxiv.org/abs/2105.00929},
eprinttype = {arXiv},
eprint = {2105.00929},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-01991,
author = {Truc Nguyen and
Franz Pernkopf},
title = {Lung Sound Classification Using Co-tuning and Stochastic Normalization},
journal = {CoRR},
volume = {abs/2108.01991},
year = {2021},
url = {https://arxiv.org/abs/2108.01991},
eprinttype = {arXiv},
eprint = {2108.01991},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-01991.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-01955,
author = {Alexander Fuchs and
Christian Knoll and
Franz Pernkopf},
title = {Distribution Mismatch Correction for Improved Robustness in Deep Neural
Networks},
journal = {CoRR},
volume = {abs/2110.01955},
year = {2021},
url = {https://arxiv.org/abs/2110.01955},
eprinttype = {arXiv},
eprint = {2110.01955},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-01955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/MessnerFSSSOP20,
author = {Elmar Messner and
Melanie Fediuk and
Paul Swatek and
Stefan Scheidl and
Freyja{-}Maria Smolle{-}J{\"{u}}ttner and
Horst Olschewski and
Franz Pernkopf},
title = {Multi-channel lung sound classification with convolutional recurrent
neural networks},
journal = {Comput. Biol. Medicine},
volume = {122},
pages = {103831},
year = {2020},
url = {https://doi.org/10.1016/j.compbiomed.2020.103831},
doi = {10.1016/J.COMPBIOMED.2020.103831},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/MessnerFSSSOP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/RothP20,
author = {Wolfgang Roth and
Franz Pernkopf},
title = {Bayesian Neural Networks with Weight Sharing Using Dirichlet Processes},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {42},
number = {1},
pages = {246--252},
year = {2020},
url = {https://doi.org/10.1109/TPAMI.2018.2884905},
doi = {10.1109/TPAMI.2018.2884905},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/RothP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/MutsamP20,
author = {Nikolaus Mutsam and
Franz Pernkopf},
title = {Tracking of a Gunning Jet Using Particle Filtering in Infrared Image
Sequences},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {69},
number = {9},
pages = {6101--6111},
year = {2020},
url = {https://doi.org/10.1109/TIM.2020.2972170},
doi = {10.1109/TIM.2020.2972170},
timestamp = {Sat, 19 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tim/MutsamP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001PPR20,
author = {Martin Trapp and
Robert Peharz and
Franz Pernkopf and
Carl Edward Rasmussen},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Deep Structured Mixtures of Gaussian Processes},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {2251--2261},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/trapp20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001PPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/NguyenP20,
author = {Truc Nguyen and
Franz Pernkopf},
title = {Lung Sound Classification Using Snapshot Ensemble of Convolutional
Neural Networks},
booktitle = {42nd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2020, Montreal, QC, Canada,
July 20-24, 2020},
pages = {760--763},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EMBC44109.2020.9176076},
doi = {10.1109/EMBC44109.2020.9176076},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/NguyenP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NguyenPK20,
author = {Truc Nguyen and
Franz Pernkopf and
Michal Kosmider},
title = {Acoustic Scene Classification for Mismatched Recording Devices Using
Heated-Up Softmax and Spectrum Correction},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {126--130},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053582},
doi = {10.1109/ICASSP40776.2020.9053582},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/NguyenPK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HuberSSRPF20,
author = {Markus Huber and
G{\"{u}}nther Schindler and
Christian Sch{\"{o}}rkhuber and
Wolfgang Roth and
Franz Pernkopf and
Holger Fr{\"{o}}ning},
title = {Towards Real-Time Single-Channel Singing-Voice Separation with Pruned
Multi-Scaled Densenets},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {806--810},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053542},
doi = {10.1109/ICASSP40776.2020.9053542},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/HuberSSRPF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/PeterRP20,
author = {David Peter and
Wolfgang Roth and
Franz Pernkopf},
title = {Resource-Efficient DNNs for Keyword Spotting using Neural Architecture
Search and Quantization},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {9273--9279},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9413191},
doi = {10.1109/ICPR48806.2021.9413191},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/PeterRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/RothPSF20,
author = {Wolfgang Roth and
Franz Pernkopf and
G{\"{u}}nther Schindler and
Holger Fr{\"{o}}ning},
title = {On Resource-Efficient Bayesian Network Classifiers and Deep Neural
Networks},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {10297--10304},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9413156},
doi = {10.1109/ICPR48806.2021.9413156},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/RothPSF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/PfeifenbergerP20,
author = {Lukas Pfeifenberger and
Franz Pernkopf},
editor = {Helen Meng and
Bo Xu and
Thomas Fang Zheng},
title = {Nonlinear Residual Echo Suppression Using a Recurrent Neural Network},
booktitle = {21st Annual Conference of the International Speech Communication Association,
Interspeech 2020, Virtual Event, Shanghai, China, October 25-29, 2020},
pages = {3950--3954},
publisher = {{ISCA}},
year = {2020},
url = {https://doi.org/10.21437/Interspeech.2020-1473},
doi = {10.21437/INTERSPEECH.2020-1473},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/PfeifenbergerP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SchindlerRPF20,
author = {G{\"{u}}nther Schindler and
Wolfgang Roth and
Franz Pernkopf and
Holger Fr{\"{o}}ning},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Parameterized Structured Pruning for Deep Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {16--27},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_3},
doi = {10.1007/978-3-030-64580-9\_3},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SchindlerRPF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/RothP20,
author = {Wolfgang Roth and
Franz Pernkopf},
editor = {Manfred Jaeger and
Thomas Dyhre Nielsen},
title = {Differentiable {TAN} Structure Learning for Bayesian Network Classifiers},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker,
Sk{\o}rping, Denmark},
series = {Proceedings of Machine Learning Research},
volume = {138},
pages = {389--400},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v138/roth20a.html},
timestamp = {Mon, 14 Jun 2021 10:33:30 +0200},
biburl = {https://dblp.org/rec/conf/pgm/RothP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2020iotstreams,
editor = {Jo{\~{a}}o Gama and
Sepideh Pashami and
Albert Bifet and
Moamar {Sayed Mouchaweh} and
Holger Fr{\"{o}}ning and
Franz Pernkopf and
Gregor Schiele and
Michaela Blott},
title = {IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge,
and Mobile for Embedded Machine Learning - Second International Workshop,
IoT Streams 2020, and First International Workshop, {ITEM} 2020, Co-located
with {ECML/PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1325},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-66770-2},
doi = {10.1007/978-3-030-66770-2},
isbn = {978-3-030-66769-6},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2020iotstreams.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-03048,
author = {Wolfgang Roth and
G{\"{u}}nther Schindler and
Matthias Z{\"{o}}hrer and
Lukas Pfeifenberger and
Robert Peharz and
Sebastian Tschiatschek and
Holger Fr{\"{o}}ning and
Franz Pernkopf and
Zoubin Ghahramani},
title = {Resource-Efficient Neural Networks for Embedded Systems},
journal = {CoRR},
volume = {abs/2001.03048},
year = {2020},
url = {http://arxiv.org/abs/2001.03048},
eprinttype = {arXiv},
eprint = {2001.03048},
timestamp = {Mon, 13 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-03048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-11465,
author = {Alexander Fuchs and
Franz Pernkopf},
title = {Wasserstein Routed Capsule Networks},
journal = {CoRR},
volume = {abs/2007.11465},
year = {2020},
url = {https://arxiv.org/abs/2007.11465},
eprinttype = {arXiv},
eprint = {2007.11465},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-11465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-11477,
author = {Lukas Pfeifenberger and
Matthias Z{\"{o}}hrer and
G{\"{u}}nther Schindler and
Wolfgang Roth and
Holger Fr{\"{o}}ning and
Franz Pernkopf},
title = {Resource-Efficient Speech Mask Estimation for Multi-Channel Speech
Enhancement},
journal = {CoRR},
volume = {abs/2007.11477},
year = {2020},
url = {https://arxiv.org/abs/2007.11477},
eprinttype = {arXiv},
eprint = {2007.11477},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-11477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09566,
author = {Wolfgang Roth and
Franz Pernkopf},
title = {Differentiable {TAN} Structure Learning for Bayesian Network Classifiers},
journal = {CoRR},
volume = {abs/2008.09566},
year = {2020},
url = {https://arxiv.org/abs/2008.09566},
eprinttype = {arXiv},
eprint = {2008.09566},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11773,
author = {Wolfgang Roth and
G{\"{u}}nther Schindler and
Holger Fr{\"{o}}ning and
Franz Pernkopf},
title = {On Resource-Efficient Bayesian Network Classifiers and Deep Neural
Networks},
journal = {CoRR},
volume = {abs/2010.11773},
year = {2020},
url = {https://arxiv.org/abs/2010.11773},
eprinttype = {arXiv},
eprint = {2010.11773},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12706,
author = {Johanna Rock and
Wolfgang Roth and
M{\'{a}}t{\'{e}} T{\'{o}}th and
Paul Meissner and
Franz Pernkopf},
title = {Quantized Neural Networks for Radar Interference Mitigation},
journal = {CoRR},
volume = {abs/2011.12706},
year = {2020},
url = {https://arxiv.org/abs/2011.12706},
eprinttype = {arXiv},
eprint = {2011.12706},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12706.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02529,
author = {Johanna Rock and
M{\'{a}}t{\'{e}} T{\'{o}}th and
Paul Meissner and
Franz Pernkopf},
title = {Deep Interference Mitigation and Denoising of Real-World {FMCW} Radar
Signals},
journal = {CoRR},
volume = {abs/2012.02529},
year = {2020},
url = {https://arxiv.org/abs/2012.02529},
eprinttype = {arXiv},
eprint = {2012.02529},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-02529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-10138,
author = {David Peter and
Wolfgang Roth and
Franz Pernkopf},
title = {Resource-efficient DNNs for Keyword Spotting using Neural Architecture
Search and Quantization},
journal = {CoRR},
volume = {abs/2012.10138},
year = {2020},
url = {https://arxiv.org/abs/2012.10138},
eprinttype = {arXiv},
eprint = {2012.10138},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-10138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/AichingerPS19,
author = {Philipp Aichinger and
Franz Pernkopf and
Jean Schoentgen},
title = {Detection of extra pulses in synthesized glottal area waveforms of
dysphonic voices},
journal = {Biomed. Signal Process. Control.},
volume = {50},
pages = {158--167},
year = {2019},
url = {https://doi.org/10.1016/j.bspc.2019.01.007},
doi = {10.1016/J.BSPC.2019.01.007},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bspc/AichingerPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/PfeifenbergerZP19,
author = {Lukas Pfeifenberger and
Matthias Z{\"{o}}hrer and
Franz Pernkopf},
title = {Eigenvector-Based Speech Mask Estimation for Multi-Channel Speech
Enhancement},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {27},
number = {12},
pages = {2162--2172},
year = {2019},
url = {https://doi.org/10.1109/TASLP.2019.2941592},
doi = {10.1109/TASLP.2019.2941592},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/PfeifenbergerZP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/RockTMMP19,
author = {Johanna Rock and
M{\'{a}}t{\'{e}} T{\'{o}}th and
Elmar Messner and
Paul Meissner and
Franz Pernkopf},
title = {Complex Signal Denoising and Interference Mitigation for Automotive
Radar Using Convolutional Neural Networks},
booktitle = {22th International Conference on Information Fusion, {FUSION} 2019,
Ottawa, ON, Canada, July 2-5, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://ieeexplore.ieee.org/document/9011164},
timestamp = {Mon, 16 Mar 2020 14:53:07 +0100},
biburl = {https://dblp.org/rec/conf/fusion/RockTMMP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PfeifenbergerZP19,
author = {Lukas Pfeifenberger and
Matthias Z{\"{o}}hrer and
Franz Pernkopf},
title = {Deep Complex-valued Neural Beamformers},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {2902--2906},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683517},
doi = {10.1109/ICASSP.2019.8683517},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/PfeifenbergerZP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/NguyenP19,
author = {Truc Nguyen and
Franz Pernkopf},
title = {Acoustic Scene Classification with Mismatched Recording Devices Using
Mixture of Experts Layer},
booktitle = {{IEEE} International Conference on Multimedia and Expo, {ICME} 2019,
Shanghai, China, July 8-12, 2019},
pages = {1666--1671},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICME.2019.00287},
doi = {10.1109/ICME.2019.00287},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/NguyenP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FuchsPP19,
author = {Alexander Fuchs and
Robin Priewald and
Franz Pernkopf},
editor = {M. Arif Wani and
Taghi M. Khoshgoftaar and
Dingding Wang and
Huanjing Wang and
Naeem Seliya},
title = {Recurrent Dilated DenseNets for a Time-Series Segmentation Task},
booktitle = {18th {IEEE} International Conference On Machine Learning And Applications,
{ICMLA} 2019, Boca Raton, FL, USA, December 16-19, 2019},
pages = {75--80},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICMLA.2019.00021},
doi = {10.1109/ICMLA.2019.00021},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/FuchsPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NguyenFP19,
author = {Truc Nguyen and
Alexander Fuchs and
Franz Pernkopf},
editor = {M. Arif Wani and
Taghi M. Khoshgoftaar and
Dingding Wang and
Huanjing Wang and
Naeem Seliya},
title = {Acoustic Scene Classification Using Deep Mixtures of Pre-trained Convolutional
Neural Networks},
booktitle = {18th {IEEE} International Conference On Machine Learning And Applications,
{ICMLA} 2019, Boca Raton, FL, USA, December 16-19, 2019},
pages = {871--875},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICMLA.2019.00151},
doi = {10.1109/ICMLA.2019.00151},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/NguyenFP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/NguyenP19,
author = {Truc Nguyen and
Franz Pernkopf},
editor = {Gernot Kubin and
Zdravko Kacic},
title = {Acoustic Scene Classification with Mismatched Devices Using CliqueNets
and Mixup Data Augmentation},
booktitle = {20th Annual Conference of the International Speech Communication Association,
Interspeech 2019, Graz, Austria, September 15-19, 2019},
pages = {2330--2334},
publisher = {{ISCA}},
year = {2019},
url = {https://doi.org/10.21437/Interspeech.2019-3002},
doi = {10.21437/INTERSPEECH.2019-3002},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/NguyenP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TrappPGPG19,
author = {Martin Trapp and
Robert Peharz and
Hong Ge and
Franz Pernkopf and
Zoubin Ghahramani},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Bayesian Learning of Sum-Product Networks},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {6344--6355},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/5421e013565f7f1afa0cfe8ad87a99ab-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TrappPGPG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RothSFP19,
author = {Wolfgang Roth and
G{\"{u}}nther Schindler and
Holger Fr{\"{o}}ning and
Franz Pernkopf},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Training Discrete-Valued Neural Networks with Sign Activations Using
Weight Distributions},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11907},
pages = {382--398},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46147-8\_23},
doi = {10.1007/978-3-030-46147-8\_23},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RothSFP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pts/AichernigB0HPRR19,
author = {Bernhard K. Aichernig and
Roderick Bloem and
Masoud Ebrahimi and
Martin Horn and
Franz Pernkopf and
Wolfgang Roth and
Astrid Rupp and
Martin Tappler and
Markus Tranninger},
editor = {Christophe Gaston and
Nikolai Kosmatov and
Pascale Le Gall},
title = {Learning a Behavior Model of Hybrid Systems Through Combining Model-Based
Testing and Machine Learning},
booktitle = {Testing Software and Systems - 31st {IFIP} {WG} 6.1 International
Conference, {ICTSS} 2019, Paris, France, October 15-17, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11812},
pages = {3--21},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-31280-0\_1},
doi = {10.1007/978-3-030-31280-0\_1},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pts/AichernigB0HPRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tap/AichernigPSW19,
author = {Bernhard K. Aichernig and
Franz Pernkopf and
Richard Schumi and
Andreas Wurm},
editor = {Dirk Beyer and
Chantal Keller},
title = {Predicting and Testing Latencies with Deep Learning: An IoT Case Study},
booktitle = {Tests and Proofs - 13th International Conference, TAP@FM 2019, Porto,
Portugal, October 9-11, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11823},
pages = {93--111},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-31157-5\_7},
doi = {10.1007/978-3-030-31157-5\_7},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tap/AichernigPSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KnollP19,
author = {Christian Knoll and
Franz Pernkopf},
editor = {Amir Globerson and
Ricardo Silva},
title = {Belief Propagation: Accurate Marginals or Accurate Partition Function
- Where is the Difference?},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {627--636},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/knoll20a.html},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KnollP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-08196,
author = {Martin Trapp and
Robert Peharz and
Franz Pernkopf},
title = {Optimisation of Overparametrized Sum-Product Networks},
journal = {CoRR},
volume = {abs/1905.08196},
year = {2019},
url = {http://arxiv.org/abs/1905.08196},
eprinttype = {arXiv},
eprint = {1905.08196},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-08196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10884,
author = {Martin Trapp and
Robert Peharz and
Hong Ge and
Franz Pernkopf and
Zoubin Ghahramani},
title = {Bayesian Learning of Sum-Product Networks},
journal = {CoRR},
volume = {abs/1905.10884},
year = {2019},
url = {http://arxiv.org/abs/1905.10884},
eprinttype = {arXiv},
eprint = {1905.10884},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-05180,
author = {G{\"{u}}nther Schindler and
Wolfgang Roth and
Franz Pernkopf and
Holger Fr{\"{o}}ning},
title = {Parameterized Structured Pruning for Deep Neural Networks},
journal = {CoRR},
volume = {abs/1906.05180},
year = {2019},
url = {http://arxiv.org/abs/1906.05180},
eprinttype = {arXiv},
eprint = {1906.05180},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-05180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10044,
author = {Johanna Rock and
M{\'{a}}t{\'{e}} T{\'{o}}th and
Elmar Messner and
Paul Meissner and
Franz Pernkopf},
title = {Complex Signal Denoising and Interference Mitigation for Automotive
Radar Using Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1906.10044},
year = {2019},
url = {http://arxiv.org/abs/1906.10044},
eprinttype = {arXiv},
eprint = {1906.10044},
timestamp = {Fri, 28 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-04708,
author = {Bernhard K. Aichernig and
Roderick Bloem and
Masoud Ebrahimi and
Martin Horn and
Franz Pernkopf and
Wolfgang Roth and
Astrid Rupp and
Martin Tappler and
Markus Tranninger},
title = {Learning a Behavior Model of Hybrid Systems Through Combining Model-Based
Testing and Machine Learning (Full Version)},
journal = {CoRR},
volume = {abs/1907.04708},
year = {2019},
url = {http://arxiv.org/abs/1907.04708},
eprinttype = {arXiv},
eprint = {1907.04708},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-04708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04536,
author = {Martin Trapp and
Robert Peharz and
Franz Pernkopf and
Carl E. Rasmussen},
title = {Deep Structured Mixtures of Gaussian Processes},
journal = {CoRR},
volume = {abs/1910.04536},
year = {2019},
url = {http://arxiv.org/abs/1910.04536},
eprinttype = {arXiv},
eprint = {1910.04536},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KnollMCP18,
author = {Christian Knoll and
Dhagash Mehta and
Tianran Chen and
Franz Pernkopf},
title = {Fixed Points of Belief Propagation - An Analysis via Polynomial Homotopy
Continuation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {40},
number = {9},
pages = {2124--2136},
year = {2018},
url = {https://doi.org/10.1109/TPAMI.2017.2749575},
doi = {10.1109/TPAMI.2017.2749575},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/KnollMCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/RothPTP18,
author = {Wolfgang Roth and
Robert Peharz and
Sebastian Tschiatschek and
Franz Pernkopf},
title = {Hybrid generative-discriminative training of Gaussian mixture models},
journal = {Pattern Recognit. Lett.},
volume = {112},
pages = {131--137},
year = {2018},
url = {https://doi.org/10.1016/j.patrec.2018.06.014},
doi = {10.1016/J.PATREC.2018.06.014},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/RothPTP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/AichingerHSSP18,
author = {Philipp Aichinger and
Martin Hagm{\"{u}}ller and
Berit Schneider{-}Stickler and
Jean Schoentgen and
Franz Pernkopf},
title = {Tracking of Multiple Fundamental Frequencies in Diplophonic Voices},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {26},
number = {2},
pages = {330--341},
year = {2018},
url = {https://doi.org/10.1109/TASLP.2017.2761233},
doi = {10.1109/TASLP.2017.2761233},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/AichingerHSSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/MessnerZP18,
author = {Elmar Messner and
Matthias Z{\"{o}}hrer and
Franz Pernkopf},
title = {Heart Sound Segmentation - An Event Detection Approach Using Deep
Recurrent Neural Networks},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {65},
number = {9},
pages = {1964--1974},
year = {2018},
url = {https://doi.org/10.1109/TBME.2018.2843258},
doi = {10.1109/TBME.2018.2843258},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/MessnerZP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcase/NguyenP18,
author = {Truc Nguyen and
Franz Pernkopf},
editor = {Mark D. Plumbley and
Christian Kroos and
Juan Pablo Bello and
Ga{\"{e}}l Richard and
Daniel P. W. Ellis and
Annamaria Mesaros},
title = {Acoustic scene classification using a convolutional neural network
ensemble and nearest neighbor filters},
booktitle = {Proceedings of the Workshop on Detection and Classification of Acoustic
Scenes and Events, {DCASE} 2018, Surrey, UK, November 19-20, 2018},
pages = {34--38},
year = {2018},
url = {http://dcase.community/documents/workshop2018/proceedings/DCASE2018Workshop\_Nguyen\_60.pdf},
timestamp = {Wed, 25 May 2022 09:35:50 +0200},
biburl = {https://dblp.org/rec/conf/dcase/NguyenP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcase/HarbP18,
author = {Robert Harb and
Franz Pernkopf},
editor = {Mark D. Plumbley and
Christian Kroos and
Juan Pablo Bello and
Ga{\"{e}}l Richard and
Daniel P. W. Ellis and
Annamaria Mesaros},
title = {Sound event detection using weakly labelled semi-supervised data with
GCRNNs, {VAT} and self-adaptive label refinement},
booktitle = {Proceedings of the Workshop on Detection and Classification of Acoustic
Scenes and Events, {DCASE} 2018, Surrey, UK, November 19-20, 2018},
pages = {83--87},
year = {2018},
url = {http://dcase.community/documents/workshop2018/proceedings/DCASE2018Workshop\_Harb\_118.pdf},
timestamp = {Thu, 23 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcase/HarbP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/MessnerFSSSOP18,
author = {Elmar Messner and
Melanie Fediuk and
Paul Swatek and
Stefan Scheidl and
Freyja{-}Maria Smolle{-}J{\"{u}}ttner and
Horst Olschewski and
Franz Pernkopf},
title = {Crackle and Breathing Phase Detection in Lung Sounds with Deep Bidirectional
Gated Recurrent Neural Networks},
booktitle = {40th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2018, Honolulu, HI, USA, July
18-21, 2018},
pages = {356--359},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/EMBC.2018.8512237},
doi = {10.1109/EMBC.2018.8512237},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/MessnerFSSSOP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchindlerZPF18,
author = {G{\"{u}}nther Schindler and
Matthias Z{\"{o}}hrer and
Franz Pernkopf and
Holger Fr{\"{o}}ning},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Towards Efficient Forward Propagation on Resource-Constrained Systems},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11051},
pages = {426--442},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_26},
doi = {10.1007/978-3-030-10925-7\_26},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SchindlerZPF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00981,
author = {Tobias Schrank and
Franz Pernkopf},
title = {Automatic Clustering of a Network Protocol with Weakly-Supervised
Clustering},
journal = {CoRR},
volume = {abs/1806.00981},
year = {2018},
url = {http://arxiv.org/abs/1806.00981},
eprinttype = {arXiv},
eprint = {1806.00981},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-02324,
author = {Martin Ratajczak and
Sebastian Tschiatschek and
Franz Pernkopf},
title = {Sum-Product Networks for Sequence Labeling},
journal = {CoRR},
volume = {abs/1807.02324},
year = {2018},
url = {http://arxiv.org/abs/1807.02324},
eprinttype = {arXiv},
eprint = {1807.02324},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-02324.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04400,
author = {Martin Trapp and
Robert Peharz and
Carl E. Rasmussen and
Franz Pernkopf},
title = {Learning Deep Mixtures of Gaussian Process Experts Using Sum-Product
Networks},
journal = {CoRR},
volume = {abs/1809.04400},
year = {2018},
url = {http://arxiv.org/abs/1809.04400},
eprinttype = {arXiv},
eprint = {1809.04400},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-04400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-06897,
author = {Robert Harb and
Franz Pernkopf},
title = {Sound event detection using weakly-labeled semi-supervised data with
GCRNNS, {VAT} and Self-Adaptive Label Refinement},
journal = {CoRR},
volume = {abs/1810.06897},
year = {2018},
url = {http://arxiv.org/abs/1810.06897},
eprinttype = {arXiv},
eprint = {1810.06897},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-06897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01339,
author = {Christian Knoll and
Florian Kulmer and
Franz Pernkopf},
title = {Self-Guided Belief Propagation - {A} Homotopy Continuation Method},
journal = {CoRR},
volume = {abs/1812.01339},
year = {2018},
url = {http://arxiv.org/abs/1812.01339},
eprinttype = {arXiv},
eprint = {1812.01339},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01339.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02240,
author = {Franz Pernkopf and
Wolfgang Roth and
Matthias Z{\"{o}}hrer and
Lukas Pfeifenberger and
G{\"{u}}nther Schindler and
Holger Fr{\"{o}}ning and
Sebastian Tschiatschek and
Robert Peharz and
Matthew Mattina and
Zoubin Ghahramani},
title = {Efficient and Robust Machine Learning for Real-World Systems},
journal = {CoRR},
volume = {abs/1812.02240},
year = {2018},
url = {http://arxiv.org/abs/1812.02240},
eprinttype = {arXiv},
eprint = {1812.02240},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/AichingerHRSSP17,
author = {Philipp Aichinger and
Martin Hagm{\"{u}}ller and
Imme Roesner and
Berit Schneider{-}Stickler and
Jean Schoentgen and
Franz Pernkopf},
title = {Fundamental frequency tracking in diplophonic voices},
journal = {Biomed. Signal Process. Control.},
volume = {37},
pages = {69--81},
year = {2017},
url = {https://doi.org/10.1016/j.bspc.2016.10.002},
doi = {10.1016/J.BSPC.2016.10.002},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bspc/AichingerHRSSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/PeharzGPD17,
author = {Robert Peharz and
Robert Gens and
Franz Pernkopf and
Pedro M. Domingos},
title = {On the Latent Variable Interpretation in Sum-Product Networks},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {39},
number = {10},
pages = {2030--2044},
year = {2017},
url = {https://doi.org/10.1109/TPAMI.2016.2618381},
doi = {10.1109/TPAMI.2016.2618381},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/PeharzGPD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biostec/MessnerHSSP17,
author = {Elmar Messner and
Martin Hagm{\"{u}}ller and
Paul Swatek and
Freyja{-}Maria Smolle{-}J{\"{u}}ttner and
Franz Pernkopf},
editor = {Carlos Dias Maciel and
Ana L. N. Fred and
Hugo Gamboa and
M{\'{a}}rio Vaz},
title = {Impact of Airflow Rate on Amplitude and Regional Distribution of Normal
Lung Sounds},
booktitle = {Proceedings of the 10th International Joint Conference on Biomedical
Engineering Systems and Technologies {(BIOSTEC} 2017) - Volume 4:
BIOSIGNALS, Porto, Portugal, February 21-23, 2017},
pages = {49--53},
publisher = {SciTePress},
year = {2017},
url = {https://doi.org/10.5220/0006134400490053},
doi = {10.5220/0006134400490053},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/biostec/MessnerHSSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PfeifenbergerZP17,
author = {Lukas Pfeifenberger and
Matthias Z{\"{o}}hrer and
Franz Pernkopf},
title = {DNN-based speech mask estimation for eigenvector beamforming},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {66--70},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952119},
doi = {10.1109/ICASSP.2017.7952119},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/PfeifenbergerZP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MessnerHSSP17,
author = {Elmar Messner and
Martin Hagm{\"{u}}ller and
Paul Swatek and
Freyja{-}Maria Smolle{-}J{\"{u}}ttner and
Franz Pernkopf},
title = {Respiratory airflow estimation from lung sounds based on regression},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {1123--1127},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952331},
doi = {10.1109/ICASSP.2017.7952331},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/MessnerHSSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ZohrerP17,
author = {Matthias Z{\"{o}}hrer and
Franz Pernkopf},
editor = {Francisco Lacerda},
title = {Virtual Adversarial Training and Data Augmentation for Acoustic Event
Detection with Gated Recurrent Neural Networks},
booktitle = {18th Annual Conference of the International Speech Communication Association,
Interspeech 2017, Stockholm, Sweden, August 20-24, 2017},
pages = {493--497},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/Interspeech.2017-1238},
doi = {10.21437/INTERSPEECH.2017-1238},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ZohrerP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/RatajczakTP17,
author = {Martin Ratajczak and
Sebastian Tschiatschek and
Franz Pernkopf},
editor = {Francisco Lacerda},
title = {Frame and Segment Level Recurrent Neural Networks for Phone Classification},
booktitle = {18th Annual Conference of the International Speech Communication Association,
Interspeech 2017, Stockholm, Sweden, August 20-24, 2017},
pages = {1318--1322},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/Interspeech.2017-1064},
doi = {10.21437/INTERSPEECH.2017-1064},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/RatajczakTP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/PfeifenbergerZP17,
author = {Lukas Pfeifenberger and
Matthias Z{\"{o}}hrer and
Franz Pernkopf},
editor = {Francisco Lacerda},
title = {Eigenvector-Based Speech Mask Estimation Using Logistic Regression},
booktitle = {18th Annual Conference of the International Speech Communication Association,
Interspeech 2017, Stockholm, Sweden, August 20-24, 2017},
pages = {2660--2664},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/Interspeech.2017-1186},
doi = {10.21437/INTERSPEECH.2017-1186},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/PfeifenbergerZP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KnollP17,
author = {Christian Knoll and
Franz Pernkopf},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {On Loopy Belief Propagation - Local Stability Analysis for Non-Vanishing
Fields},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/160.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/KnollP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TrappMPPT17,
author = {Martin Trapp and
Tamas Madl and
Robert Peharz and
Franz Pernkopf and
Robert Trappl},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Safe Semi-Supervised Learning of Sum-Product Networks},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/108.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/TrappMPPT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-03444,
author = {Martin Trapp and
Tamas Madl and
Robert Peharz and
Franz Pernkopf and
Robert Trappl},
title = {Safe Semi-Supervised Learning of Sum-Product Networks},
journal = {CoRR},
volume = {abs/1710.03444},
year = {2017},
url = {http://arxiv.org/abs/1710.03444},
eprinttype = {arXiv},
eprint = {1710.03444},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-03444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/MutsamP16,
author = {Nikolaus Mutsam and
Franz Pernkopf},
title = {Maximum margin hidden Markov models for sequence classification},
journal = {Pattern Recognit. Lett.},
volume = {77},
pages = {14--20},
year = {2016},
url = {https://doi.org/10.1016/j.patrec.2016.03.017},
doi = {10.1016/J.PATREC.2016.03.017},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/MutsamP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biostec/MessnerHSP16,
author = {Elmar Messner and
Martin Hagm{\"{u}}ller and
Paul Swatek and
Franz Pernkopf},
editor = {James P. Gilbert and
Haim Azhari and
Hesham H. Ali and
Carla Quint{\~{a}}o and
Jan Sliwa and
Carolina Ruiz and
Ana L. N. Fred and
Hugo Gamboa},
title = {A Robust Multichannel Lung Sound Recording Device},
booktitle = {Proceedings of the 9th International Joint Conference on Biomedical
Engineering Systems and Technologies {(BIOSTEC} 2016) - Volume 1:
BIODEVICES, Rome, Italy, February 21-23, 2016},
pages = {34--39},
publisher = {SciTePress},
year = {2016},
url = {https://doi.org/10.5220/0005660200340039},
doi = {10.5220/0005660200340039},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/biostec/MessnerHSP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcase/ZohrerP16,
author = {Matthias Z{\"{o}}hrer and
Franz Pernkopf},
editor = {Tuomas Virtanen and
Annamaria Mesaros and
Toni Heittola and
Mark D. Plumbley and
Peter Foster and
Emmanouil Benetos and
Mathieu Lagrange},
title = {Gated Recurrent Networks applied to Acoustic Scene Classification},
booktitle = {Proceedings of the Workshop on Detection and Classification of Acoustic
Scenes and Events, {DCASE} 2016, Budapest, Hungary, September 3, 2016},
pages = {115--119},
year = {2016},
url = {http://dcase.community/documents/workshop2016/proceedings/Zohrer-DCASE2016workshop.pdf},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcase/ZohrerP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/RatajczakTP16,
author = {Martin Ratajczak and
Sebastian Tschiatschek and
Franz Pernkopf},
editor = {Nelson Morgan},
title = {Virtual Adversarial Training Applied to Neural Higher-Order Factors
for Phone Classification},
booktitle = {17th Annual Conference of the International Speech Communication Association,
Interspeech 2016, San Francisco, CA, USA, September 8-12, 2016},
pages = {2756--2760},
publisher = {{ISCA}},
year = {2016},
url = {https://doi.org/10.21437/Interspeech.2016-832},
doi = {10.21437/INTERSPEECH.2016-832},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/RatajczakTP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/PokornyPRZPMS16,
author = {Florian B. Pokorny and
Robert Peharz and
Wolfgang Roth and
Matthias Z{\"{o}}hrer and
Franz Pernkopf and
Peter B. Marschik and
Bj{\"{o}}rn W. Schuller},
editor = {Nelson Morgan},
title = {Manual versus Automated: The Challenging Routine of Infant Vocalisation
Segmentation in Home Videos to Study Neuro(mal)development},
booktitle = {17th Annual Conference of the International Speech Communication Association,
Interspeech 2016, San Francisco, CA, USA, September 8-12, 2016},
pages = {2997--3001},
publisher = {{ISCA}},
year = {2016},
url = {https://doi.org/10.21437/Interspeech.2016-1341},
doi = {10.21437/INTERSPEECH.2016-1341},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/interspeech/PokornyPRZPMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/FahringerSSMP16,
author = {Johannes Fahringer and
Tobias Schrank and
Johannes Stahl and
Pejman Mowlaee and
Franz Pernkopf},
editor = {Nelson Morgan},
title = {Phase-Aware Signal Processing for Automatic Speech Recognition},
booktitle = {17th Annual Conference of the International Speech Communication Association,
Interspeech 2016, San Francisco, CA, USA, September 8-12, 2016},
pages = {3374--3378},
publisher = {{ISCA}},
year = {2016},
url = {https://doi.org/10.21437/Interspeech.2016-823},
doi = {10.21437/INTERSPEECH.2016-823},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/interspeech/FahringerSSMP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PeharzGPD16,
author = {Robert Peharz and
Robert Gens and
Franz Pernkopf and
Pedro M. Domingos},
title = {On the Latent Variable Interpretation in Sum-Product Networks},
journal = {CoRR},
volume = {abs/1601.06180},
year = {2016},
url = {http://arxiv.org/abs/1601.06180},
eprinttype = {arXiv},
eprint = {1601.06180},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PeharzGPD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/TschiatschekP15,
author = {Sebastian Tschiatschek and
Franz Pernkopf},
title = {On Bayesian Network Classifiers with Reduced Precision Parameters},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {37},
number = {4},
pages = {774--785},
year = {2015},
url = {https://doi.org/10.1109/TPAMI.2014.2353620},
doi = {10.1109/TPAMI.2014.2353620},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/TschiatschekP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/ZohrerPP15,
author = {Matthias Z{\"{o}}hrer and
Robert Peharz and
Franz Pernkopf},
title = {Representation Learning for Single-Channel Source Separation and Bandwidth
Extension},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {23},
number = {12},
pages = {2398--2409},
year = {2015},
url = {https://doi.org/10.1109/TASLP.2015.2470560},
doi = {10.1109/TASLP.2015.2470560},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/ZohrerPP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/PokornyGPS15,
author = {Florian B. Pokorny and
Franz Graf and
Franz Pernkopf and
Bj{\"{o}}rn W. Schuller},
title = {Detection of negative emotions in speech signals using bags-of-audio-words},
booktitle = {2015 International Conference on Affective Computing and Intelligent
Interaction, {ACII} 2015, Xi'an, China, September 21-24, 2015},
pages = {879--884},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ACII.2015.7344678},
doi = {10.1109/ACII.2015.7344678},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acii/PokornyGPS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PeharzTPD15,
author = {Robert Peharz and
Sebastian Tschiatschek and
Franz Pernkopf and
Pedro M. Domingos},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {On Theoretical Properties of Sum-Product Networks},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/peharz15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PeharzTPD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asru/PfeifenbergerSZ15,
author = {Lukas Pfeifenberger and
Tobias Schrank and
Matthias Z{\"{o}}hrer and
Martin Hagm{\"{u}}ller and
Franz Pernkopf},
title = {Multi-channel speech processing architectures for noise robust speech
recognition: 3rd CHiME challenge results},
booktitle = {2015 {IEEE} Workshop on Automatic Speech Recognition and Understanding,
{ASRU} 2015, Scottsdale, AZ, USA, December 13-17, 2015},
pages = {452--459},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ASRU.2015.7404830},
doi = {10.1109/ASRU.2015.7404830},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asru/PfeifenbergerSZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZohrerP15,
author = {Matthias Z{\"{o}}hrer and
Franz Pernkopf},
title = {Representation models in single channel source separation},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {713--717},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178062},
doi = {10.1109/ICASSP.2015.7178062},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ZohrerP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ZohrerPP15,
author = {Matthias Z{\"{o}}hrer and
Robert Peharz and
Franz Pernkopf},
title = {On representation learning for artificial bandwidth extension},
booktitle = {16th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2015, Dresden, Germany, September 6-10, 2015},
pages = {791--795},
publisher = {{ISCA}},
year = {2015},
url = {https://doi.org/10.21437/Interspeech.2015-225},
doi = {10.21437/INTERSPEECH.2015-225},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ZohrerPP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/RatajczakTP15,
author = {Martin Ratajczak and
Sebastian Tschiatschek and
Franz Pernkopf},
title = {Neural higher-order factors in conditional random fields for phoneme
classification},
booktitle = {16th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2015, Dresden, Germany, September 6-10, 2015},
pages = {2137--2141},
publisher = {{ISCA}},
year = {2015},
url = {https://doi.org/10.21437/Interspeech.2015-482},
doi = {10.21437/INTERSPEECH.2015-482},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/RatajczakTP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TschiatschekP15,
author = {Sebastian Tschiatschek and
Franz Pernkopf},
editor = {Annalisa Appice and
Pedro Pereira Rodrigues and
V{\'{\i}}tor Santos Costa and
Carlos Soares and
Jo{\~{a}}o Gama and
Al{\'{\i}}pio Jorge},
title = {Parameter Learning of Bayesian Network Classifiers Under Computational
Constraints},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9284},
pages = {86--101},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23528-8\_6},
doi = {10.1007/978-3-319-23528-8\_6},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TschiatschekP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RatajczakTP15,
author = {Martin Ratajczak and
Sebastian Tschiatschek and
Franz Pernkopf},
editor = {Annalisa Appice and
Pedro Pereira Rodrigues and
V{\'{\i}}tor Santos Costa and
Carlos Soares and
Jo{\~{a}}o Gama and
Al{\'{\i}}pio Jorge},
title = {Structured Regularizer for Neural Higher-Order Sequence Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9284},
pages = {168--183},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23528-8\_11},
doi = {10.1007/978-3-319-23528-8\_11},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RatajczakTP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KnollRTP15,
author = {Christian Knoll and
Michael Rath and
Sebastian Tschiatschek and
Franz Pernkopf},
editor = {Annalisa Appice and
Pedro Pereira Rodrigues and
V{\'{\i}}tor Santos Costa and
Jo{\~{a}}o Gama and
Al{\'{\i}}pio Jorge and
Carlos Soares},
title = {Message Scheduling Methods for Belief Propagation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9285},
pages = {295--310},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23525-7\_18},
doi = {10.1007/978-3-319-23525-7\_18},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KnollRTP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/PfeifenbergerP14,
author = {Lukas Pfeifenberger and
Franz Pernkopf},
title = {A multi-channel postfilter based on the diffuse noise sound field},
booktitle = {22nd European Signal Processing Conference, {EUSIPCO} 2014, Lisbon,
Portugal, September 1-5, 2014},
pages = {686--690},
publisher = {{IEEE}},
year = {2014},
url = {https://ieeexplore.ieee.org/document/6952216/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/PfeifenbergerP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/ZehetnerHP14,
author = {A. Zehetner and
Martin Hagm{\"{u}}ller and
Franz Pernkopf},
title = {Wake-up-word spotting for mobile systems},
booktitle = {22nd European Signal Processing Conference, {EUSIPCO} 2014, Lisbon,
Portugal, September 1-5, 2014},
pages = {1472--1476},
publisher = {{IEEE}},
year = {2014},
url = {https://ieeexplore.ieee.org/document/6952534/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/ZehetnerHP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/LeitnerMP14,
author = {Christina Leitner and
Juan Andres Morales{-}Cordovilla and
Franz Pernkopf},
title = {Evaluation of speech enhancement based on pre-image iterations using
automatic speech recognition},
booktitle = {22nd European Signal Processing Conference, {EUSIPCO} 2014, Lisbon,
Portugal, September 1-5, 2014},
pages = {1801--1805},
publisher = {{IEEE}},
year = {2014},
url = {https://ieeexplore.ieee.org/document/6952660/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/LeitnerMP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PeharzKMP14,
author = {Robert Peharz and
Georg Kapeller and
Pejman Mowlaee and
Franz Pernkopf},
title = {Modeling speech with sum-product networks: Application to bandwidth
extension},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {3699--3703},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854292},
doi = {10.1109/ICASSP.2014.6854292},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/PeharzKMP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ZohrerP14,
author = {Matthias Z{\"{o}}hrer and
Franz Pernkopf},
editor = {Haizhou Li and
Helen M. Meng and
Bin Ma and
Engsiong Chng and
Lei Xie},
title = {Single channel source separation with general stochastic networks},
booktitle = {15th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2014, Singapore, September 14-18, 2014},
pages = {978--982},
publisher = {{ISCA}},
year = {2014},
url = {https://doi.org/10.21437/Interspeech.2014-258},
doi = {10.21437/INTERSPEECH.2014-258},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ZohrerP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/WohlmayrMP14,
author = {Michael Wohlmayr and
Ludwig Mohr and
Franz Pernkopf},
editor = {Haizhou Li and
Helen M. Meng and
Bin Ma and
Engsiong Chng and
Lei Xie},
title = {Self-adaption in single-channel source separation},
booktitle = {15th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2014, Singapore, September 14-18, 2014},
pages = {1003--1007},
publisher = {{ISCA}},
year = {2014},
url = {https://doi.org/10.21437/Interspeech.2014-263},
doi = {10.21437/INTERSPEECH.2014-263},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/WohlmayrMP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/PfeifenbergerP14,
author = {Lukas Pfeifenberger and
Franz Pernkopf},
editor = {Haizhou Li and
Helen M. Meng and
Bin Ma and
Engsiong Chng and
Lei Xie},
title = {Blind source extraction based on a direction-dependent a-priori {SNR}},
booktitle = {15th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2014, Singapore, September 14-18, 2014},
pages = {2700--2704},
publisher = {{ISCA}},
year = {2014},
url = {https://doi.org/10.21437/Interspeech.2014-577},
doi = {10.21437/INTERSPEECH.2014-577},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/PfeifenbergerP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZohrerP14,
author = {Matthias Z{\"{o}}hrer and
Franz Pernkopf},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {General Stochastic Networks for Classification},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2015--2023},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/8b4066554730ddfaa0266346bdc1b202-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZohrerP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TschiatschekPP14,
author = {Sebastian Tschiatschek and
Karin Paul and
Franz Pernkopf},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Integer Bayesian Network Classifiers},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8726},
pages = {209--224},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44845-8\_14},
doi = {10.1007/978-3-662-44845-8\_14},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TschiatschekPP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/PernkopfW13,
author = {Franz Pernkopf and
Michael Wohlmayr},
title = {Stochastic margin-based structure learning of Bayesian network classifiers},
journal = {Pattern Recognit.},
volume = {46},
number = {2},
pages = {464--471},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2012.08.007},
doi = {10.1016/J.PATCOG.2012.08.007},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/PernkopfW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/WohlmayrP13,
author = {Michael Wohlmayr and
Franz Pernkopf},
title = {Model-Based Multiple Pitch Tracking Using Factorial HMMs: Model Adaptation
and Inference},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {21},
number = {8},
pages = {1742--1754},
year = {2013},
url = {https://doi.org/10.1109/TASL.2013.2260744},
doi = {10.1109/TASL.2013.2260744},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/WohlmayrP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TschiatschekP13,
author = {Sebastian Tschiatschek and
Franz Pernkopf},
title = {On the Asymptotic Optimality of Maximum Margin Bayesian Networks},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {590--598},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/tschiatschek13a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TschiatschekP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TschiatschekCP13,
author = {Sebastian Tschiatschek and
Carlos Eduardo Cancino Chac{\'{o}}n and
Franz Pernkopf},
title = {Bounds for Bayesian network classifiers with reduced precision parameters},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {3357--3361},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638280},
doi = {10.1109/ICASSP.2013.6638280},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TschiatschekCP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WohlmayrP13,
author = {Michael Wohlmayr and
Franz Pernkopf},
title = {Model adaptation of factorial {HMMS} for multipitch tracking},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {6792--6796},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638977},
doi = {10.1109/ICASSP.2013.6638977},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/WohlmayrP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LeitnerP13,
author = {Christina Leitner and
Franz Pernkopf},
title = {Generalization of pre-image iterations for speech enhancement},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {7010--7014},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6639021},
doi = {10.1109/ICASSP.2013.6639021},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LeitnerP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PeharzTP13,
author = {Robert Peharz and
Sebastian Tschiatschek and
Franz Pernkopf},
title = {The Most Generative Maximum Margin Bayesian Networks},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {235--243},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/peharz13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/PeharzTP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PeharzGP13,
author = {Robert Peharz and
Bernhard C. Geiger and
Franz Pernkopf},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Greedy Part-Wise Learning of Sum-Product Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8189},
pages = {612--627},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40991-2\_39},
doi = {10.1007/978-3-642-40991-2\_39},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PeharzGP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PeharzP12,
author = {Robert Peharz and
Franz Pernkopf},
title = {Sparse nonnegative matrix factorization with {\(\mathscr{l}\)}\({}^{\mbox{0}}\)-constraints},
journal = {Neurocomputing},
volume = {80},
pages = {38--46},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2011.09.024},
doi = {10.1016/J.NEUCOM.2011.09.024},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/PeharzP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/PernkopfWT12,
author = {Franz Pernkopf and
Michael Wohlmayr and
Sebastian Tschiatschek},
title = {Maximum Margin Bayesian Network Classifiers},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {3},
pages = {521--532},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2011.149},
doi = {10.1109/TPAMI.2011.149},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/PernkopfWT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/LeitnerP12,
author = {Christina Leitner and
Franz Pernkopf},
title = {Suppression of musical noise in enhanced speech using pre-image iterations},
booktitle = {Proceedings of the 20th European Signal Processing Conference, {EUSIPCO}
2012, Bucharest, Romania, August 27-31, 2012},
pages = {345--349},
publisher = {{IEEE}},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6333989/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/LeitnerP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PeharzP12,
author = {Robert Peharz and
Franz Pernkopf},
title = {On linear and mixmax interaction models for single channel source
separation},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {249--252},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6287864},
doi = {10.1109/ICASSP.2012.6287864},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/PeharzP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LeitnerP12,
author = {Christina Leitner and
Franz Pernkopf},
title = {Speech enhancement using pre-image iterations},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {4665--4668},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288959},
doi = {10.1109/ICASSP.2012.6288959},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LeitnerP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PeharzP12,
author = {Robert Peharz and
Franz Pernkopf},
title = {Exact Maximum Margin Structure Learning of Bayesian Networks},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/558.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PeharzP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/TschiatschekP12,
author = {Sebastian Tschiatschek and
Franz Pernkopf},
editor = {Pedro Latorre{-}Carmona and
J. Salvador S{\'{a}}nchez and
Ana L. N. Fred},
title = {Convex Combinations of Maximum Margin Bayesian Network Classifiers},
booktitle = {{ICPRAM} 2012 - Proceedings of the 1st International Conference on
Pattern Recognition Applications and Methods, Volume 1, Vilamoura,
Algarve, Portugal, 6-8 February, 2012},
pages = {69--77},
publisher = {SciTePress},
year = {2012},
timestamp = {Tue, 17 Sep 2024 20:38:09 +0200},
biburl = {https://dblp.org/rec/conf/icpram/TschiatschekP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwaenc/LeitnerP12,
author = {Christina Leitner and
Franz Pernkopf},
title = {Extension of Pre-Image Speech De-Noising by Voice Activity Detection
Using a Bone Conductive Microphone},
booktitle = {{IWAENC} 2012 - International Workshop on Acoustic Signal Enhancement,
Proceedings, {RWTH} Aachen University, Germany, September 4th - 6th,
2012},
publisher = {VDE-Verlag},
year = {2012},
url = {http://www.vde-verlag.de/proceedings-de/453451071.html},
timestamp = {Fri, 17 May 2013 18:34:53 +0200},
biburl = {https://dblp.org/rec/conf/iwaenc/LeitnerP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/TschiatschekMP12,
author = {Sebastian Tschiatschek and
Nikolaus Mutsam and
Franz Pernkopf},
title = {Handling missing features in maximum margin Bayesian network classifiers},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2012, Santander, Spain, September 23-26, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/MLSP.2012.6349804},
doi = {10.1109/MLSP.2012.6349804},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/TschiatschekMP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TschiatschekRMP12,
author = {Sebastian Tschiatschek and
Peter Reinprecht and
Manfred M{\"{u}}cke and
Franz Pernkopf},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Bayesian Network Classifiers with Reduced Precision Parameters},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7523},
pages = {74--89},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33460-3\_10},
doi = {10.1007/978-3-642-33460-3\_10},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TschiatschekRMP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csl/PetrikDFJKKMPT11,
author = {Stefan Petrik and
Christina Drexel and
Leo Fessler and
Jeremy Jancsary and
Alexandra Klein and
Gernot Kubin and
Johannes Matiasek and
Franz Pernkopf and
Harald Trost},
title = {Semantic and phonetic automatic reconstruction of medical dictations},
journal = {Comput. Speech Lang.},
volume = {25},
number = {2},
pages = {363--385},
year = {2011},
url = {https://doi.org/10.1016/j.csl.2010.07.003},
doi = {10.1016/J.CSL.2010.07.003},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csl/PetrikDFJKKMPT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/StarkWP11,
author = {Michael Stark and
Michael Wohlmayr and
Franz Pernkopf},
title = {Source-Filter-Based Single-Channel Speech Separation Using Pitch Information},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {19},
number = {2},
pages = {242--255},
year = {2011},
url = {https://doi.org/10.1109/TASL.2010.2047419},
doi = {10.1109/TASL.2010.2047419},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/StarkWP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/WohlmayrSP11,
author = {Michael Wohlmayr and
Michael Stark and
Franz Pernkopf},
title = {A Probabilistic Interaction Model for Multipitch Tracking With Factorial
Hidden Markov Models},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {19},
number = {4},
pages = {799--810},
year = {2011},
url = {https://doi.org/10.1109/TASL.2010.2064309},
doi = {10.1109/TASL.2010.2064309},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/WohlmayrSP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PernkopWM11,
author = {Franz Pernkopf and
Michael Wohlmayr and
Manfred M{\"{u}}cke},
title = {Maximum margin structure learning of Bayesian network classifiers},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {2076--2079},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5946734},
doi = {10.1109/ICASSP.2011.5946734},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PernkopWM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WohlmayrPP11,
author = {Michael Wohlmayr and
Robert Peharz and
Franz Pernkopf},
title = {Efficient implementation of probabilistic multi-pitch tracking},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {5412--5415},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947582},
doi = {10.1109/ICASSP.2011.5947582},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/WohlmayrPP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PeharzWP11,
author = {Robert Peharz and
Michael Wohlmayr and
Franz Pernkopf},
title = {Gain-robust multi-pitch tracking using sparse nonnegative matrix factorization},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {5416--5419},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947583},
doi = {10.1109/ICASSP.2011.5947583},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/PeharzWP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/LeitnerPK11,
author = {Christina Leitner and
Franz Pernkopf and
Gernot Kubin},
title = {Kernel {PCA} for Speech Enhancement},
booktitle = {12th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2011, Florence, Italy, August 27-31, 2011},
pages = {1221--1224},
publisher = {{ISCA}},
year = {2011},
url = {https://doi.org/10.21437/Interspeech.2011-428},
doi = {10.21437/INTERSPEECH.2011-428},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/LeitnerPK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/PirkerWPP11,
author = {Gregor Pirker and
Michael Wohlmayr and
Stefan Petrik and
Franz Pernkopf},
title = {A Pitch Tracking Corpus with Evaluation on Multipitch Tracking Scenario},
booktitle = {12th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2011, Florence, Italy, August 27-31, 2011},
pages = {1509--1512},
publisher = {{ISCA}},
year = {2011},
url = {https://doi.org/10.21437/Interspeech.2011-317},
doi = {10.21437/INTERSPEECH.2011-317},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/PirkerWPP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/WohlmayrP11,
author = {Michael Wohlmayr and
Franz Pernkopf},
title = {EM-Based Gain Adaptation for Probabilistic Multipitch Tracking},
booktitle = {12th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2011, Florence, Italy, August 27-31, 2011},
pages = {1969--1972},
publisher = {{ISCA}},
year = {2011},
url = {https://doi.org/10.21437/Interspeech.2011-518},
doi = {10.21437/INTERSPEECH.2011-518},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/WohlmayrP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nolisp/LeitnerP11,
author = {Christina Leitner and
Franz Pernkopf},
editor = {Carlos Manuel Travieso{-}Gonz{\'{a}}lez and
Jes{\'{u}}s Bernardino Alonso Hern{\'{a}}ndez},
title = {The Pre-image Problem and Kernel {PCA} for Speech Enhancement},
booktitle = {Advances in Nonlinear Speech Processing - 5th International Conference
on Nonlinear Speech Processing, {NOLISP} 2011, Las Palmas de Gran
Canaria, Spain, November 7-9, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7015},
pages = {199--206},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25020-0\_26},
doi = {10.1007/978-3-642-25020-0\_26},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nolisp/LeitnerP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PernkopfB10,
author = {Franz Pernkopf and
Jeff A. Bilmes},
title = {Efficient Heuristics for Discriminative Structure Learning of Bayesian
Network Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2323--2360},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859932},
doi = {10.5555/1756006.1859932},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PernkopfB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/TantibundhitPK10,
author = {Charturong Tantibundhit and
Franz Pernkopf and
Gernot Kubin},
title = {Joint Time-Frequency Segmentation Algorithm for Transient Speech Decomposition
and Speech Enhancement},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {18},
number = {6},
pages = {1417--1428},
year = {2010},
url = {https://doi.org/10.1109/TASL.2009.2035037},
doi = {10.1109/TASL.2009.2035037},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/TantibundhitPK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/StarkP10,
author = {Michael Stark and
Franz Pernkopf},
title = {On optimizing the computational complexity for VQ-based single channel
source separation},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
Hotel, Dallas, Texas, {USA}},
pages = {237--240},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5495993},
doi = {10.1109/ICASSP.2010.5495993},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/StarkP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WohlmayrSP10,
author = {Michael Wohlmayr and
Michael Stark and
Franz Pernkopf},
title = {A mixture maximization approach to multipitch tracking with factorial
hidden Markov models},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
Hotel, Dallas, Texas, {USA}},
pages = {5070--5073},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5495048},
doi = {10.1109/ICASSP.2010.5495048},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/WohlmayrSP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/StarkWP10,
author = {Michael Stark and
Michael Wohlmayr and
Franz Pernkopf},
title = {Single Channel Speech Separation Using Source-Filter Representation},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {826--829},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.208},
doi = {10.1109/ICPR.2010.208},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/StarkWP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/PeharzSPS10,
author = {Robert Peharz and
Michael Stark and
Franz Pernkopf and
Yannis Stylianou},
editor = {Takao Kobayashi and
Keikichi Hirose and
Satoshi Nakamura},
title = {A factorial sparse coder model for single channel source separation},
booktitle = {11th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2010, Makuhari, Chiba, Japan, September 26-30, 2010},
pages = {386--389},
publisher = {{ISCA}},
year = {2010},
url = {https://doi.org/10.21437/Interspeech.2010-166},
doi = {10.21437/INTERSPEECH.2010-166},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/PeharzSPS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PernkopfW10,
author = {Franz Pernkopf and
Michael Wohlmayr},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Large Margin Learning of Bayesian Classifiers Based on Gaussian Mixture
Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6323},
pages = {50--66},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15939-8\_4},
doi = {10.1007/978-3-642-15939-8\_4},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PernkopfW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/speech/PernkopfPB09,
author = {Franz Pernkopf and
Tuan Van Pham and
Jeff A. Bilmes},
title = {Broad phonetic classification using discriminative Bayesian networks},
journal = {Speech Commun.},
volume = {51},
number = {2},
pages = {151--166},
year = {2009},
url = {https://doi.org/10.1016/j.specom.2008.07.003},
doi = {10.1016/J.SPECOM.2008.07.003},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/speech/PernkopfPB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/StarkP09,
author = {Michael Stark and
Franz Pernkopf},
title = {Towards source-filter based single sensor speech separation},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {97--100},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4959529},
doi = {10.1109/ICASSP.2009.4959529},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/StarkP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BoehmP09,
author = {Christoph B{\"{o}}hm and
Franz Pernkopf},
title = {Effective metric-based speaker segmentation in the frequency domain},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {4081--4084},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4960525},
doi = {10.1109/ICASSP.2009.4960525},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/BoehmP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TantibundhitPK09,
author = {Charturong Tantibundhit and
Franz Pernkopf and
Gernot Kubin},
title = {Speech enhancement based on joint time-frequency segmentation},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {4673--4676},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4960673},
doi = {10.1109/ICASSP.2009.4960673},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TantibundhitPK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/WieseneggerP09,
author = {Michael Wiesenegger and
Franz Pernkopf},
title = {Wavelet-based speaker change detection in single channel speech data},
booktitle = {10th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2009, Brighton, United Kingdom, September 6-10, 2009},
pages = {836--839},
publisher = {{ISCA}},
year = {2009},
url = {https://doi.org/10.21437/Interspeech.2009-255},
doi = {10.21437/INTERSPEECH.2009-255},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/WieseneggerP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/WohlmayrP09,
author = {Michael Wohlmayr and
Franz Pernkopf},
title = {Finite mixture spectrogram modeling for multipitch tracking using
a factorial hidden Markov model},
booktitle = {10th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2009, Brighton, United Kingdom, September 6-10, 2009},
pages = {1079--1082},
publisher = {{ISCA}},
year = {2009},
url = {https://doi.org/10.21437/Interspeech.2009-31},
doi = {10.21437/INTERSPEECH.2009-31},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/WohlmayrP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PernkopfW09,
author = {Franz Pernkopf and
Michael Wohlmayr},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {On Discriminative Parameter Learning of Bayesian Network Classifiers},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5782},
pages = {221--237},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04174-7\_15},
doi = {10.1007/978-3-642-04174-7\_15},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PernkopfW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Pernkopf08,
author = {Franz Pernkopf},
title = {Tracking of Multiple Targets Using Online Learning for Reference Model
Adaptation},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {38},
number = {6},
pages = {1465--1475},
year = {2008},
url = {https://doi.org/10.1109/TSMCB.2008.927281},
doi = {10.1109/TSMCB.2008.927281},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/Pernkopf08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PetrikP08,
author = {Stefan Petrik and
Franz Pernkopf},
title = {Automatic phonetics-driven reconstruction of medical dictations on
multiple levels of segmentation},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {4317--4320},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518610},
doi = {10.1109/ICASSP.2008.4518610},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/PetrikP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/WohlmayrP08,
author = {Michael Wohlmayr and
Franz Pernkopf},
title = {Multipitch tracking using a factorial hidden Markov model},
booktitle = {9th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2008, Brisbane, Australia, September 22-26, 2008},
pages = {147--150},
publisher = {{ISCA}},
year = {2008},
url = {https://doi.org/10.21437/Interspeech.2008-34},
doi = {10.21437/INTERSPEECH.2008-34},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/WohlmayrP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/PhamSPK08,
author = {Tuan Van Pham and
Michael Stadtschnitzer and
Franz Pernkopf and
Gernot Kubin},
title = {Voice activity detection algorithms using subband power distance feature
for noisy environments},
booktitle = {9th Annual Conference of the International Speech Communication Association,
{INTERSPEECH} 2008, Brisbane, Australia, September 22-26, 2008},
pages = {2586--2589},
publisher = {{ISCA}},
year = {2008},
url = {https://doi.org/10.21437/Interspeech.2008-641},
doi = {10.21437/INTERSPEECH.2008-641},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/PhamSPK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/PernkopfB08,
author = {Franz Pernkopf and
Jeff A. Bilmes},
title = {Order-based Discriminative Structure Learning for Bayesian Network
Classifiers},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
{ISAIM} 2008, Fort Lauderdale, Florida, USA, January 2-4, 2008},
year = {2008},
url = {http://isaim2008.unl.edu/PAPERS/TechnicalProgram/ISAIM2008\_0058\_b7196c74e879f952ee650833ade4d721.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isaim/PernkopfB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/Pernkopf08,
author = {Franz Pernkopf},
editor = {Alpesh Ranchordas and
Helder Ara{\'{u}}jo},
title = {Multiple Object Tracking Using Incremental Learning for Appearance
Model Adaptation},
booktitle = {{VISAPP} 2008: Proceedings of the Third International Conference on
Computer Vision Theory and Applications, Funchal, Madeira, Portugal,
January 22-25, 2008 - Volume 2},
pages = {463--468},
publisher = {{INSTICC} - Institute for Systems and Technologies of Information,
Control and Communication},
year = {2008},
timestamp = {Mon, 15 Jun 2015 19:00:07 +0200},
biburl = {https://dblp.org/rec/conf/visapp/Pernkopf08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aia/Pernkopf07,
author = {Franz Pernkopf},
editor = {Vladan Devedzic},
title = {Discriminative learning of bayesian network classifiers},
booktitle = {{IASTED} International Conference on Artificial Intelligence and Applications,
part of the 25th Multi-Conference on Applied Informatics, Innsbruck,
Austria, February 12-14, 2007},
pages = {452--457},
publisher = {{IASTED/ACTA} Press},
year = {2007},
timestamp = {Wed, 19 Sep 2007 13:26:17 +0200},
biburl = {https://dblp.org/rec/conf/aia/Pernkopf07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbmi/KepesiPW07,
author = {Mari{\'{a}}n K{\'{e}}pesi and
Franz Pernkopf and
Michael Wohlmayr},
editor = {Jenny Benois{-}Pineau},
title = {Joint Position-Pitch Tracking for 2-Channel Audio},
booktitle = {International Workshop on Content-Based Multimedia Indexing, {CBMI}
'07, Bordeaux, France, June 25-27, 2007},
pages = {303--306},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/CBMI.2007.385426},
doi = {10.1109/CBMI.2007.385426},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbmi/KepesiPW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciar/Pernkopf07,
author = {Franz Pernkopf},
editor = {Mohamed S. Kamel and
Aur{\'{e}}lio C. Campilho},
title = {Tracking of Multiple Targets Using On-Line Learning for Appearance
Model Adaptation},
booktitle = {Image Analysis and Recognition, 4th International Conference, {ICIAR}
2007, Montreal, Canada, August 22-24, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4633},
pages = {602--614},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74260-9\_54},
doi = {10.1007/978-3-540-74260-9\_54},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iciar/Pernkopf07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/PernkopfP06,
author = {Franz Pernkopf and
Tuan Van Pham},
title = {Bayesian networks for phonetic classification using time-scale features},
booktitle = {Ninth International Conference on Spoken Language Processing, {INTERSPEECH-ICSLP}
2006, Pittsburgh, PA, USA, September 17-21, 2006},
publisher = {{ISCA}},
year = {2006},
url = {https://doi.org/10.21437/Interspeech.2006-234},
doi = {10.21437/INTERSPEECH.2006-234},
timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/PernkopfP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cii/Pernkopf05,
author = {Franz Pernkopf},
title = {3D surface acquisition and reconstruction for inspection of raw steel
products},
journal = {Comput. Ind.},
volume = {56},
number = {8-9},
pages = {876--885},
year = {2005},
url = {https://doi.org/10.1016/j.compind.2005.05.025},
doi = {10.1016/J.COMPIND.2005.05.025},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cii/Pernkopf05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/Pernkopf05,
author = {Franz Pernkopf},
title = {3D surface analysis using coupled HMMs},
journal = {Mach. Vis. Appl.},
volume = {16},
number = {5},
pages = {298--305},
year = {2005},
url = {https://doi.org/10.1007/s00138-005-0001-3},
doi = {10.1007/S00138-005-0001-3},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mva/Pernkopf05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/PernkopfB05,
author = {Franz Pernkopf and
Djamel Bouchaffra},
title = {Genetic-Based {EM} Algorithm for Learning Gaussian Mixture Models},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {27},
number = {8},
pages = {1344--1348},
year = {2005},
url = {https://doi.org/10.1109/TPAMI.2005.162},
doi = {10.1109/TPAMI.2005.162},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/PernkopfB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Pernkopf05,
author = {Franz Pernkopf},
title = {Bayesian network classifiers versus selective k-NN classifier},
journal = {Pattern Recognit.},
volume = {38},
number = {1},
pages = {1--10},
year = {2005},
url = {https://doi.org/10.1016/j.patcog.2004.05.012},
doi = {10.1016/J.PATCOG.2004.05.012},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/Pernkopf05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Pernkopf05,
author = {Franz Pernkopf},
title = {On Initialization of Gaussian Mixtures: {A} Hybrid Genetic {EM} Algorithm},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {693--696},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1415208},
doi = {10.1109/ICASSP.2005.1415208},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/Pernkopf05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PernkopfB05,
author = {Franz Pernkopf and
Jeff A. Bilmes},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Discriminative versus generative parameter and structure learning
of Bayesian network classifiers},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {657--664},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102434},
doi = {10.1145/1102351.1102434},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PernkopfB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/Pernkopf04,
author = {Franz Pernkopf},
title = {Detection of surface defects on raw steel blocks using Bayesian network
classifiers},
journal = {Pattern Anal. Appl.},
volume = {7},
number = {3},
pages = {333--342},
year = {2004},
url = {https://doi.org/10.1007/s10044-004-0232-3},
doi = {10.1007/S10044-004-0232-3},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/paa/Pernkopf04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Pernkopf04,
author = {Franz Pernkopf},
editor = {Deborah L. McGuinness and
George Ferguson},
title = {Bayesian Network Classifiers Versus k-NN Classifier Using Sequential
Feature Selection},
booktitle = {Proceedings of the Nineteenth National Conference on Artificial Intelligence,
Sixteenth Conference on Innovative Applications of Artificial Intelligence,
July 25-29, 2004, San Jose, California, {USA}},
pages = {360--365},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2004},
url = {http://www.aaai.org/Library/AAAI/2004/aaai04-058.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Pernkopf04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DizdarevicHKPB04,
author = {Vedran Dizdarevic and
Martin Hagm{\"{u}}ller and
Gernot Kubin and
Franz Pernkopf and
Micha Baum},
title = {Prosody-based recognition of spoken German varieties},
booktitle = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
pages = {929--932},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICASSP.2004.1326139},
doi = {10.1109/ICASSP.2004.1326139},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/DizdarevicHKPB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/Pernkopf04,
author = {Franz Pernkopf},
title = {3D Surface Inspection using Coupled HMMs},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {223--226},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334508},
doi = {10.1109/ICPR.2004.1334508},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/Pernkopf04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/PernkopfO03,
author = {Franz Pernkopf and
Paul O'Leary},
title = {Floating search algorithm for structure learning of Bayesian network
classifiers},
journal = {Pattern Recognit. Lett.},
volume = {24},
number = {15},
pages = {2839--2848},
year = {2003},
url = {https://doi.org/10.1016/S0167-8655(03)00142-9},
doi = {10.1016/S0167-8655(03)00142-9},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/PernkopfO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/PernkopfO02,
author = {Franz Pernkopf and
Paul O'Leary},
title = {Visual Inspection of Machined Metallic High-Precision Surfaces},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2002},
number = {7},
pages = {667--678},
year = {2002},
url = {https://doi.org/10.1155/S1110865702203145},
doi = {10.1155/S1110865702203145},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/PernkopfO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caip/PernkopfO01,
author = {Franz Pernkopf and
Paul O'Leary},
editor = {Wladyslaw Skarbek},
title = {Feature Selection for Classification Using Genetic Algorithms with
a Novel Encoding},
booktitle = {Computer Analysis of Images and Patterns, 9th International Conference,
{CAIP} 2001 Warsaw, Poland, September 5-7, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2124},
pages = {161--168},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44692-3\_20},
doi = {10.1007/3-540-44692-3\_20},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/caip/PernkopfO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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