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Picture for Maurice Gerczuk

Maurice Gerczuk

EIHW -- Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Germany

Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease


Jul 26, 2022
Andreas Triantafyllopoulos, Markus Fendler, Anton Batliner, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller

* Accepted in INTERSPEECH 2022 

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The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes


May 13, 2022
Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Christian Bergler, Maurice Gerczuk, Natalie Holz, Pauline Larrouy-Maestri, Sebastian P. Bayerl, Korbinian Riedhammer, Adria Mallol-Ragolta, Maria Pateraki, Harry Coppock, Ivan Kiskin, Marianne Sinka, Stephen Roberts

* 5 pages, part of the ACM Multimedia 2022 Grand Challenge "The ACM Multimedia 2022 Computational Paralinguistics Challenge (ComParE 2022)" 

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Fatigue Prediction in Outdoor Running Conditions using Audio Data


May 09, 2022
Andreas Triantafyllopoulos, Sandra Ottl, Alexander Gebhard, Esther Rituerto-González, Mirko Jaumann, Steffen Hüttner, Valerie Dieter, Patrick Schneeweiß, Inga Krauß, Maurice Gerczuk, Shahin Amiriparian, Björn W. Schuller

* Paper accepted at IEEE EMBC 2022. Rights remain with IEEE 

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A Summary of the ComParE COVID-19 Challenges


Feb 17, 2022
Harry Coppock, Alican Akman, Christian Bergler, Maurice Gerczuk, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Jing Han, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Panagiotis Tzirakis, Anton Batliner, Cecilia Mascolo, Björn W. Schuller

* 18 pages, 13 figures 

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A Machine Learning Framework for Automatic Prediction of Human Semen Motility


Sep 17, 2021
Sandra Ottl, Shahin Amiriparian, Maurice Gerczuk, Björn Schuller


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DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised Data


Apr 23, 2021
Shahin Amiriparian, Tobias Hübner, Maurice Gerczuk, Sandra Ottl, Björn W. Schuller

* 5 pages, 1 figure 

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On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era


Apr 20, 2021
Shahin Amiriparian, Artem Sokolov, Ilhan Aslan, Lukas Christ, Maurice Gerczuk, Tobias Hübner, Dmitry Lamanov, Manuel Milling, Sandra Ottl, Ilya Poduremennykh, Evgeniy Shuranov, Björn W. Schuller

* 5 pages, 1 figure 

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EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition


Mar 10, 2021
Maurice Gerczuk, Shahin Amiriparian, Sandra Ottl, Björn Schuller

* 18 pages, 7 figures 

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The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates


Feb 24, 2021
Björn W. Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panagiotis Tzirakis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Leon J. M. Rothkrantz, Joeri Zwerts, Jelle Treep, Casper Kaandorp

* 5 pages 

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A Novel Fusion of Attention and Sequence to Sequence Autoencoders to Predict Sleepiness From Speech


May 19, 2020
Shahin Amiriparian, Pawel Winokurow, Vincent Karas, Sandra Ottl, Maurice Gerczuk, Björn W. Schuller

* 5 pages, 2 figures, submitted to INTERSPEECH 2020 

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