Christian Bergler

According to our database, Christian Bergler authored at least 18 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Robust Classification of Parkinson's Speech: an Approximation to a Scenario With Non-controlled Acoustic Conditions.

Diego Alexander Lopez-Santander, Cristian David Ríos-Urrego, Christian Bergler, Elmar Nöth, Juan Rafael Orozco-Arroyave

Proceedings of the Text, Speech, and Dialogue - 27th International Conference, 2024

2023

Classification of stuttering - The ComParE challenge and beyond.

Sebastian P. Bayerl, Maurice Gerczuk, Anton Batliner, Christian Bergler, Shahin Amiriparian, Björn W. Schuller, Elmar Nöth, Korbinian Riedhammer

Comput. Speech Lang., June, 2023

A summary of the ComParE COVID-19 challenges.

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

Frontiers Digit. Health, March, 2023

Deep Learning Applied to Animal Linguistics (Deep Learning mit Anwendung in der Tierlinguistik)

Christian Bergler

PhD thesis, 2023

2022

Face mask recognition from audio: The MASC database and an overview on the mask challenge.

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

Pattern Recognit., 2022

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

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

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning.

Christian Bergler, Alexander Barnhill, Dominik Perrin, Manuel Schmitt, Andreas K. Maier, Elmar Nöth

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

ORCA-PARTY: An Automatic Killer Whale Sound Type Separation Toolkit Using Deep Learning.

Christian Bergler, Manuel Schmitt, Andreas K. Maier, Rachael Xi Cheng, Volker Barth, Elmar Nöth

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

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

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

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification.

Christian Bergler, Manuel Schmitt, Andreas K. Maier, Helena Symonds, Paul Spong, Steven R. Ness, George Tzanetakis, Elmar Nöth

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

EXACT: A collaboration toolset for algorithm-aided annotation of almost everything.

Christian Marzahl, Marc Aubreville, Christof A. Bertram, Jennifer Maier, Christian Bergler, Christine Kröger, Jörn Voigt, Robert Klopfleisch, Andreas K. Maier

CoRR, 2020

The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks.

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

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication.

Christian Bergler, Manuel Schmitt, Andreas Maier, Simeon Smeele, Volker Barth, Elmar Nöth

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

2019

Deep Representation Learning for Orca Call Type Classification.

Christian Bergler, Manuel Schmitt, Rachael Cheng, Hendrik Schröter, Andreas K. Maier, Volker Barth, Michael Weber, Elmar Nöth

Proceedings of the Text, Speech, and Dialogue - 22nd International Conference, 2019

The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity.

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

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Analysis by Adversarial Synthesis - A Novel Approach for Speech Vocoding.

Ahmed Mustafa, Arijit Biswas, Christian Bergler, Julia Schottenhamml, Andreas K. Maier

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Deep Learning for Orca Call Type Identification - A Fully Unsupervised Approach.

Christian Bergler, Manuel Schmitt, Rachael Xi Cheng, Andreas K. Maier, Volker Barth, Elmar Nöth

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Segmentation, Classification, and Visualization of Orca Calls Using Deep Learning.

Hendrik Schröter, Elmar Nöth, Andreas K. Maier, Rachael Cheng, Volker Barth, Christian Bergler

Proceedings of the IEEE International Conference on Acoustics, 2019