Sebastian P. Bayerl

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 45

Top Topics

Speech Recognition

Acoustic Features

Top Venues

Publications

Dominik Wagner, Sebastian P. Bayerl, Ilja Baumann, Korbinian Riedhammer, Elmar Nöth, Tobias Bocklet
Large Language Models for Dysfluency Detection in Stuttered Speech. CoRR (2024)
Sebastian P. Bayerl, Maurice Gerczuk, Anton Batliner, Christian Bergler, Shahin Amiriparian, Björn W. Schuller, Elmar Nöth, Korbinian Riedhammer
Classification of stuttering - The ComParE challenge and beyond. Comput. Speech Lang. 81 (2023)
Sebastian P. Bayerl, Dominik Wagner, Ilja Baumann, Florian Hönig, Tobias Bocklet, Elmar Nöth, Korbinian Riedhammer
A Stutter Seldom Comes Alone - Cross-Corpus Stuttering Detection as a Multi-label Problem. CoRR (2023)
Ilja Baumann, Dominik Wagner, Franziska Braun, Sebastian P. Bayerl, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet
Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate. INTERSPEECH (2023)
Franziska Braun, Sebastian P. Bayerl, Paula Andrea Pérez-Toro, Florian Hönig, Hartmut Lehfeld, Thomas Hillemacher, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study. CoRR (2023)
Sebastian P. Bayerl, Dominik Wagner, Ilja Baumann, Florian Hönig, Tobias Bocklet, Elmar Nöth, Korbinian Riedhammer
A Stutter Seldom Comes Alone - Cross-Corpus Stuttering Detection as a Multi-label Problem. INTERSPEECH (2023)
Franziska Braun, Sebastian P. Bayerl, Paula Andrea Pérez-Toro, Florian Hönig, Hartmut Lehfeld, Thomas Hillemacher, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study. INTERSPEECH (2023)
Dominik Wagner, Ilja Baumann, Franziska Braun, Sebastian P. Bayerl, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data? INTERSPEECH (2023)
Dominik Wagner, Ilja Baumann, Sebastian P. Bayerl, Korbinian Riedhammer, Tobias Bocklet
Speaker Adaptation for End-to-End Speech Recognition Systems in Noisy Environments. ASRU (2023)
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
Transferring Quantified Emotion Knowledge for the Detection of Depression in Alzheimer's Disease Using Forestnets. ICASSP (2023)
Dominik Wagner, Sebastian P. Bayerl, Héctor A. Cordourier Maruri, Tobias Bocklet
Generative Models for Improved Naturalness, Intelligibility, and Voicing of Whispered Speech. CoRR (2022)
Sebastian P. Bayerl, Gabriel Roccabruna, Shammur Absar Chowdhury, Tommaso Ciulli, Morena Danieli, Korbinian Riedhammer, Giuseppe Riccardi
What can Speech and Language Tell us About the Working Alliance in Psychotherapy. CoRR (2022)
Franziska Braun, Andreas Erzigkeit, Hartmut Lehfeld, Thomas Hillemacher, Korbinian Riedhammer, Sebastian P. Bayerl
Going Beyond the Cookie Theft Picture Test: Detecting Cognitive Impairments Using Acoustic Features. TSD (2022)
Ilja Baumann, Dominik Wagner, Franziska Braun, Sebastian P. Bayerl, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet
The Importance of Speech Stimuli for Pathologic Speech Classification. CoRR (2022)
Dominik Wagner, Ilja Baumann, Franziska Braun, Sebastian P. Bayerl, Elmar Nöth, Korbinian Riedhammer, Tobias Bocklet
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data? CoRR (2022)
Sebastian P. Bayerl, Dominik Wagner, Ilja Baumann, Korbinian Riedhammer, Tobias Bocklet
Detecting Vocal Fatigue with Neural Embeddings. CoRR (2022)
Sebastian P. Bayerl, Alexander Wolff von Gudenberg, Florian Hönig, Elmar Nöth, Korbinian Riedhammer
KSoF: The Kassel State of Fluency Dataset - A Therapy Centered Dataset of Stuttering. LREC (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 J. Roberts
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes. CoRR (2022)
Sebastian P. Bayerl, Dominik Wagner, Elmar Nöth, Korbinian Riedhammer
Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0. CoRR (2022)
Ilja Baumann, Dominik Wagner, Sebastian P. Bayerl, Tobias Bocklet
Nonwords Pronunciation Classification in Language Development Tests for Preschool Children. CoRR (2022)
Dominik Wagner, Ilja Baumann, Sebastian P. Bayerl, Korbinian Riedhammer, Tobias Bocklet
Speaker Adaptation for End-To-End Speech Recognition Systems in Noisy Environments. CoRR (2022)
Maximilian Bundscherer, Thomas H. Schmitt, Sebastian P. Bayerl, Thomas Auerbach, Tobias Bocklet
An Acoustical Machine Learning Approach to Determine Abrasive Belt Wear of Wide Belt Sanders. CoRR (2022)
Ilja Baumann, Dominik Wagner, Sebastian P. Bayerl, Tobias Bocklet
Nonwords Pronunciation Classification in Language Development Tests for Preschool Children. INTERSPEECH (2022)
Maximilian Bundscherer, Thomas H. Schmitt, Sebastian P. Bayerl, Thomas Auerbach, Tobias Bocklet
An Acoustical Machine Learning Approach to Determine Abrasive Belt Wear of Wide Belt Sanders. IEEE SENSORS (2022)
Franziska Braun, Andreas Erzigkeit, Hartmut Lehfeld, Thomas Hillemacher, Korbinian Riedhammer, Sebastian P. Bayerl
Going Beyond the Cookie Theft Picture Test: Detecting Cognitive Impairments using Acoustic Features. CoRR (2022)
Aniruddha Tammewar, Franziska Braun, Gabriel Roccabruna, Sebastian P. Bayerl, Korbinian Riedhammer, Giuseppe Riccardi
Annotation of Valence Unfolding in Spoken Personal Narratives. LREC (2022)
Dominik Wagner, Sebastian P. Bayerl, Héctor A. Cordourier Maruri, Tobias Bocklet
Generative Models for Improved Naturalness, Intelligibility, and Voicing of Whispered Speech. SLT (2022)
Sebastian P. Bayerl, Dominik Wagner, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer
The Influence of Dataset Partitioning on Dysfluency Detection Systems. TSD (2022)
Sebastian P. Bayerl, Alexander Wolff von Gudenberg, Florian Hönig, Elmar Nöth, Korbinian Riedhammer
KSoF: The Kassel State of Fluency Dataset - A Therapy Centered Dataset of Stuttering. CoRR (2022)
Sebastian P. Bayerl, Dominik Wagner, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer
The Influence of Dataset Partitioning on Dysfluency Detection Systems. CoRR (2022)
Sebastian P. Bayerl, Dominik Wagner, Florian Hönig, Tobias Bocklet, Elmar Nöth, Korbinian Riedhammer
Dysfluencies Seldom Come Alone - Detection as a Multi-Label Problem. CoRR (2022)
Sebastian P. Bayerl, Marc Wenninger, Jochen Schmidt, Alexander Wolff von Gudenberg, Korbinian Riedhammer
STAN: A stuttering therapy analysis helper. CoRR (2021)
Sebastian P. Bayerl, Aniruddha Tammewar, Korbinian Riedhammer, Giuseppe Riccardi
Detecting Emotion Carriers by Combining Acoustic and Lexical Representations. ASRU (2021)
Marc Wenninger, Sebastian P. Bayerl, Andreas Maier, Jochen Schmidt
Recurrence Plot Spacial Pyramid Pooling Network for Appliance Identification in Non-Intrusive Load Monitoring. ICMLA (2021)
Philipp Klumpp, Tobias Bocklet, Tomas Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Sebastian P. Bayerl, Juan Rafael Orozco-Arroyave, Elmar Nöth
The Phonetic Footprint of Covid-19? Interspeech (2021)
Sebastian P. Bayerl, Aniruddha Tammewar, Korbinian Riedhammer, Giuseppe Riccardi
Detecting Emotion Carriers by Combining Acoustic and Lexical Representations. CoRR (2021)
Paula Andrea Pérez-Toro, Sebastian P. Bayerl, Tomas Arias-Vergara, Juan Camilo Vásquez-Correa, Philipp Klumpp, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Korbinian Riedhammer
Influence of the Interviewer on the Automatic Assessment of Alzheimer's Disease in the Context of the ADReSSo Challenge. Interspeech (2021)
Sebastian P. Bayerl, Florian Hönig, Joelle Reister, Korbinian Riedhammer
Towards Automated Assessment of Stuttering and Stuttering Therapy. TDS (2020)
Sebastian P. Bayerl, Tommaso Frassetto, Patrick Jauernig, Korbinian Riedhammer, Ahmad-Reza Sadeghi, Thomas Schneider, Emmanuel Stapf, Christian Weinert
Offline Model Guard: Secure and Private ML on Mobile Devices. DATE (2020)
Sebastian P. Bayerl, Florian Hönig, Joelle Reister, Korbinian Riedhammer
Towards Automated Assessment of Stuttering and Stuttering Therapy. CoRR (2020)
Sebastian P. Bayerl, Tommaso Frassetto, Patrick Jauernig, Korbinian Riedhammer, Ahmad-Reza Sadeghi, Thomas Schneider, Emmanuel Stapf, Christian Weinert
Offline Model Guard: Secure and Private ML on Mobile Devices. CoRR (2020)
Marc Wenninger, Sebastian P. Bayerl, Jochen Schmidt, Korbinian Riedhammer
Timage - A Robust Time Series Classification Pipeline. ICANN (4) (2019)
Marc Wenninger, Sebastian P. Bayerl, Jochen Schmidt, Korbinian Riedhammer
Timage - A Robust Time Series Classification Pipeline. CoRR (2019)
Sebastian P. Bayerl, Korbinian Riedhammer
A Comparison of Hybrid and End-to-End Models for Syllable Recognition. CoRR (2019)
Sebastian P. Bayerl, Korbinian Riedhammer
A Comparison of Hybrid and End-to-End Models for Syllable Recognition. TSD (2019)