Christian Bergler

31 papers A* 1A 10Misc 3Journal 12Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Einsatz Künstlicher Intelligenz zur Zellsegmentierung und Klassifikation in histologischen Bildern von Pankreaskarzinomen. Bildverarbeitung für die Medizin Sorel T. Djoumsi, Laura Lemberger-Viehmann, Tatyana Ivanovska, Christian Bergler, Thiha Aung, Silke Härteis
2025	J	`jnl`	A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management. CoRR Julian Oelhaf, Georg Kordowich, Mehran Pashaei, Christian Bergler, Andreas K. Maier, Johann Jäger, Siming Bayer
2025	J	`jnl`	Advances in deep learning-driven photo identification and meta analysis of cetaceans in large data repositories. Ecol. Informatics Alexander Barnhill, Jared R. Towers, Tasli J. H. Shaw, Magdalena Arias, Adrián Bécares, Thomas Doniol-Valcroze, Lorenzo von Fersen, Rodrigo Genoves, Tim Rörup, Gary J. Sutton, Sheila Thornton, Michael Weiss, Andreas K. Maier, Elmar Nöth, Christian Bergler
2025	J	`jnl`	Benchmarking Machine Learning Models for Fault Classification and Localization in Power System Protection. CoRR Julian Oelhaf, Georg Kordowich, Changhun Kim, Paula Andrea Pérez-Toro, Christian Bergler, Andreas K. Maier, Johann Jäger, Siming Bayer
2025	A	`conf`	PredTrAD - Prediction-based Transformer for Anomaly Detection in Multivariate Time Series Data. INTERSPEECH Jan Schuster, Alexander Wölfel, Fabian Brunner, Christian Bergler
2025	J	`jnl`	Robustness Evaluation of Machine Learning Models for Fault Classification and Localization In Power System Protection. CoRR Julian Oelhaf, Mehran Pashaei, Georg Kordowich, Christian Bergler, Andreas K. Maier, Johann Jäger, Siming Bayer
2025	Misc	`conf`	Same Semantics of the Signal - What Do We Cluster with what Representation. ICASSP Alexander Barnhill, Oliver Traub, Andreas K. Maier, Elmar Nöth, Christian Bergler
2024	A	`conf`	ANIMAL-CLEAN - A Deep Denoising Toolkit for Animal-Independent Signal Enhancement. INTERSPEECH Alexander Barnhill, Elmar Nöth, Andreas K. Maier, Christian Bergler
2024	—	`conf`	Robust Classification of Parkinson's Speech: an Approximation to a Scenario With Non-controlled Acoustic Conditions. TSD (2) Diego Alexander Lopez-Santander, Cristian David Ríos-Urrego, Christian Bergler, Elmar Nöth, Juan Rafael Orozco-Arroyave
2024	—	`conf`	Utilizing Deep Incomplete Classifiers to Implement Semantic Clustering for Killer Whale Photo Identification Data. ICPR (1) Alexander Barnhill, Jared R. Towers, Elmar Nöth, Andreas Maier, Christian Bergler
2023	J	`jnl`	A summary of the ComParE COVID-19 challenges. Frontiers Digit. Health 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
2023	J	`jnl`	Classification of stuttering - The ComParE challenge and beyond. Comput. Speech Lang. Sebastian P. Bayerl, Maurice Gerczuk, Anton Batliner, Christian Bergler, Shahin Amiriparian, Björn W. Schuller, Elmar Nöth, Korbinian Riedhammer
2023	—	`—`	Deep Learning Applied to Animal Linguistics (Deep Learning mit Anwendung in der Tierlinguistik) Christian Bergler
2022	J	`jnl`	A Summary of the ComParE COVID-19 Challenges. CoRR 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
2022	J	`jnl`	Face mask recognition from audio: The MASC database and an overview on the mask challenge. Pattern Recognit. Mostafa M. Mohamed, Mina A. Nessiem, Anton Batliner, Christian Bergler, Simone Hantke, Maximilian Schmitt, Alice Baird, Adria Mallol-Ragolta, Vincent Karas, Shahin Amiriparian, Björn W. Schuller
2022	Misc	`conf`	ORCA-PARTY: An Automatic Killer Whale Sound Type Separation Toolkit Using Deep Learning. ICASSP Christian Bergler, Manuel Schmitt, Andreas K. Maier, Rachael Xi Cheng, Volker Barth, Elmar Nöth
2022	A	`conf`	ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning. INTERSPEECH Christian Bergler, Alexander Barnhill, Dominik Perrin, Manuel Schmitt, Andreas K. Maier, Elmar Nöth
2022	A*	`conf`	The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes. ACM Multimedia 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 J. Roberts
2022	J	`jnl`	The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes. CoRR 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 J. Roberts
2021	A	`conf`	ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification. Interspeech Christian Bergler, Manuel Schmitt, Andreas K. Maier, Helena Symonds, Paul Spong, Steven R. Ness, George Tzanetakis, Elmar Nöth
2021	A	`conf`	The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates. Interspeech 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, Léon J. M. Rothkrantz, Joeri A. Zwerts, Jelle Treep, Casper S. Kaandorp
2021	J	`jnl`	The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates. CoRR 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, Léon J. M. Rothkrantz, Joeri A. Zwerts, Jelle Treep, Casper S. Kaandorp
2020	J	`jnl`	EXACT: A collaboration toolset for algorithm-aided annotation of almost everything. CoRR Christian Marzahl, Marc Aubreville, Christof A. Bertram, Jennifer Maier, Christian Bergler, Christine Kröger, Jörn Voigt, Robert Klopfleisch, Andreas K. Maier
2020	A	`conf`	ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication. INTERSPEECH Christian Bergler, Manuel Schmitt, Andreas Maier, Simeon Smeele, Volker Barth, Elmar Nöth
2020	A	`conf`	The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks. INTERSPEECH Björn W. Schuller, Anton Batliner, Christian Bergler, Eva-Maria Messner, Antonia F. de C. Hamilton, Shahin Amiriparian, Alice Baird, Georgios Rizos, Maximilian Schmitt, Lukas Stappen, Harald Baumeister, Alexis Deighton MacIntyre, Simone Hantke
2019	A	`conf`	Analysis by Adversarial Synthesis - A Novel Approach for Speech Vocoding. INTERSPEECH Ahmed Mustafa, Arijit Biswas, Christian Bergler, Julia Schottenhamml, Andreas K. Maier
2019	J	`jnl`	Analysis by Adversarial Synthesis - A Novel Approach for Speech Vocoding. CoRR Ahmed Mustafa, Arijit Biswas, Christian Bergler, Julia Schottenhamml, Andreas K. Maier
2019	A	`conf`	Deep Learning for Orca Call Type Identification - A Fully Unsupervised Approach. INTERSPEECH Christian Bergler, Manuel Schmitt, Rachael Xi Cheng, Andreas K. Maier, Volker Barth, Elmar Nöth
2019	—	`conf`	Deep Representation Learning for Orca Call Type Classification. TSD Christian Bergler, Manuel Schmitt, Rachael Cheng, Hendrik Schröter, Andreas K. Maier, Volker Barth, Michael Weber, Elmar Nöth
2019	Misc	`conf`	Segmentation, Classification, and Visualization of Orca Calls Using Deep Learning. ICASSP Hendrik Schröter, Elmar Nöth, Andreas K. Maier, Rachael Cheng, Volker Barth, Christian Bergler
2019	A	`conf`	The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity. INTERSPEECH Björn W. Schuller, Anton Batliner, Christian Bergler, Florian B. Pokorny, Jarek Krajewski, Margaret Cychosz, Ralf Vollmann, Sonja-Dana Roelen, Sebastian Schnieder, Elika Bergelson, Alejandrina Cristià, Amanda Seidl, Anne S. Warlaumont, Lisa Yankowitz, Elmar Nöth, Shahin Amiriparian, Simone Hantke, Maximilian Schmitt