Sebastian P. Bayerl

According to our database, Sebastian P. Bayerl authored at least 29 papers between 2019 and 2023.

Collaborative distances:

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

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

Classifying Dementia in the Presence of Depression: A Cross-Corpus Study.

Franziska Braun, Sebastian P. Bayerl, Paula Andrea Pérez-Toro, Florian Hönig, Hartmut Lehfeld, Thomas Hillemacher, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer

CoRR, 2023

A Stutter Seldom Comes Alone - Cross-Corpus Stuttering Detection as a Multi-label Problem.

Sebastian P. Bayerl, Dominik Wagner, Ilja Baumann, Florian Hönig, Tobias Bocklet, Elmar Nöth, Korbinian Riedhammer

CoRR, 2023

Transferring Quantified Emotion Knowledge for the Detection of Depression in Alzheimer's Disease Using Forestnets.

Paula Andrea Pérez-Toro, Dalia Rodríguez-Salas, Tomás Arias-Vergara, Sebastian P. Bayerl, Philipp Klumpp, Korbinian Riedhammer, Maria Schuster, Elmar Nöth, Andreas K. Maier, Juan Rafael Orozco-Arroyave

Proceedings of the IEEE International Conference on Acoustics, 2023

Speaker Adaptation for End-to-End Speech Recognition Systems in Noisy Environments.

Dominik Wagner, Ilja Baumann, Sebastian P. Bayerl, Korbinian Riedhammer, Tobias Bocklet

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Dysfluencies Seldom Come Alone - Detection as a Multi-Label Problem.

Sebastian P. Bayerl, Dominik Wagner, Florian Hönig, Tobias Bocklet, Elmar Nöth, Korbinian Riedhammer

CoRR, 2022

The Importance of Speech Stimuli for Pathologic Speech Classification.

Ilja Baumann, Dominik Wagner, Franziska Braun, Sebastian P. Bayerl, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet

CoRR, 2022

Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?

Dominik Wagner, Ilja Baumann, Franziska Braun, Sebastian P. Bayerl, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet

CoRR, 2022

Detecting Vocal Fatigue with Neural Embeddings.

Sebastian P. Bayerl, Dominik Wagner, Ilja Baumann, Korbinian Riedhammer, Tobias Bocklet

CoRR, 2022

Going Beyond the Cookie Theft Picture Test: Detecting Cognitive Impairments Using Acoustic Features.

Franziska Braun, Andreas Erzigkeit, Hartmut Lehfeld, Thomas Hillemacher, Korbinian Riedhammer, Sebastian P. Bayerl

Proceedings of the Text, Speech, and Dialogue - 25th International Conference, 2022

The Influence of Dataset Partitioning on Dysfluency Detection Systems.

Sebastian P. Bayerl, Dominik Wagner, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer

Proceedings of the Text, Speech, and Dialogue - 25th International Conference, 2022

Generative Models for Improved Naturalness, Intelligibility, and Voicing of Whispered Speech.

Dominik Wagner, Sebastian P. Bayerl, Héctor A. Cordourier Maruri, Tobias Bocklet

Proceedings of the IEEE Spoken Language Technology Workshop, 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

Annotation of Valence Unfolding in Spoken Personal Narratives.

Aniruddha Tammewar, Franziska Braun, Gabriel Roccabruna, Sebastian P. Bayerl, Korbinian Riedhammer, Giuseppe Riccardi

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

KSoF: The Kassel State of Fluency Dataset - A Therapy Centered Dataset of Stuttering.

Sebastian P. Bayerl, Alexander Wolff von Gudenberg, Florian Hönig, Elmar Nöth, Korbinian Riedhammer

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0.

Sebastian Peter Bayerl, Dominik Wagner, Elmar Nöth, Korbinian Riedhammer

Proceedings of the Interspeech 2022, 2022

What can Speech and Language Tell us About the Working Alliance in Psychotherapy.

Sebastian Peter Bayerl, Gabriel Roccabruna, Shammur Absar Chowdhury, Tommaso Ciulli, Morena Danieli, Korbinian Riedhammer, Giuseppe Riccardi

Proceedings of the Interspeech 2022, 2022

Nonwords Pronunciation Classification in Language Development Tests for Preschool Children.

Ilja Baumann, Dominik Wagner, Sebastian P. Bayerl, Tobias Bocklet

Proceedings of the Interspeech 2022, 2022

An Acoustical Machine Learning Approach to Determine Abrasive Belt Wear of Wide Belt Sanders.

Maximilian Bundscherer, Thomas H. Schmitt, Sebastian P. Bayerl, Thomas Auerbach, Tobias Bocklet

Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

2021

STAN: A stuttering therapy analysis helper.

Sebastian P. Bayerl, Marc Wenninger, Jochen Schmidt, Alexander Wolff von Gudenberg, Korbinian Riedhammer

CoRR, 2021

Influence of the Interviewer on the Automatic Assessment of Alzheimer's Disease in the Context of the ADReSSo Challenge.

Paula Andrea Pérez-Toro, Sebastian P. Bayerl, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Philipp Klumpp, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Korbinian Riedhammer

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

The Phonetic Footprint of Covid-19?

Philipp Klumpp, Tobias Bocklet, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Sebastian P. Bayerl, Juan Rafael Orozco-Arroyave, Elmar Nöth

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

Recurrence Plot Spacial Pyramid Pooling Network for Appliance Identification in Non-Intrusive Load Monitoring.

Marc Wenninger, Sebastian P. Bayerl, Andreas Maier, Jochen Schmidt

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Detecting Emotion Carriers by Combining Acoustic and Lexical Representations.

Sebastian P. Bayerl, Aniruddha Tammewar, Korbinian Riedhammer, Giuseppe Riccardi

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Towards Automated Assessment of Stuttering and Stuttering Therapy.

Sebastian P. Bayerl, Florian Hönig, Joelle Reister, Korbinian Riedhammer

Proceedings of the Text, Speech, and Dialogue, 2020

Offline Model Guard: Secure and Private ML on Mobile Devices.

Sebastian P. Bayerl, Tommaso Frassetto, Patrick Jauernig, Korbinian Riedhammer, Ahmad-Reza Sadeghi, Thomas Schneider, Emmanuel Stapf, Christian Weinert

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019

A Comparison of Hybrid and End-to-End Models for Syllable Recognition.

Sebastian P. Bayerl, Korbinian Riedhammer

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

Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease.

Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Philipp Klumpp, M. Strauss, Arne Küderle, Nils Roth, Sebastian P. Bayerl, Nicanor García-Ospina, Paula Andrea Pérez-Toro, L. Felipe Parra-Gallego, Cristian David Rios-Urrego, Daniel Escobar-Grisales, Juan Rafael Orozco-Arroyave, Björn M. Eskofier, Elmar Nöth

Proceedings of the Interspeech 2019, 2019

Timage - A Robust Time Series Classification Pipeline.

Marc Wenninger, Sebastian P. Bayerl, Jochen Schmidt, Korbinian Riedhammer

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019