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Sebastian P. Bayerl
Sebastian P. Bayerl
Technische Hochschule Nürnberg Georg Simon Ohm
Verified email at th-nuernberg.de - Homepage
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Year
Offline model guard: Secure and private ML on mobile devices
SP Bayerl, T Frassetto, P Jauernig, K Riedhammer, AR Sadeghi, ...
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 460-465, 2020
392020
Apkinson: the smartphone application for telemonitoring Parkinson’s patients through speech, gait and hands movement
JR Orozco-Arroyave, JC Vásquez-Correa, P Klumpp, PA Pérez-Toro, ...
Neurodegenerative Disease Management 10 (3), 137-157, 2020
272020
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes
B Schuller, A Batliner, S Amiriparian, C Bergler, M Gerczuk, N Holz, ...
Proceedings of the 30th ACM International Conference on Multimedia, 7120-7124, 2022
182022
Influence of the Interviewer on the Automatic Assessment of Alzheimer’s Disease in the Context of the ADReSSo Challenge
PA Pérez-Toro, SP Bayerl, T Arias-Vergara, JC Vásquez-Correa, ...
Proc. Interspeech 2021, 3785-3789, 2021
172021
Towards automated assessment of stuttering and stuttering therapy
SP Bayerl, F Hönig, J Reister, K Riedhammer
Text, Speech, and Dialogue: 23rd International Conference, TSD 2020, Brno …, 2020
112020
KSoF: The Kassel State of Fluency Dataset--A Therapy Centered Dataset of Stuttering
SP Bayerl, AW von Gudenberg, F Hönig, E Nöth, K Riedhammer
LREC, 1780–1787, 2022
102022
Timage–a robust time series classification pipeline
M Wenninger, SP Bayerl, J Schmidt, K Riedhammer
Artificial Neural Networks and Machine Learning–ICANN 2019: Text and Time …, 2019
92019
Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0
SP Bayerl, D Wagner, E Nöth, K Riedhammer
Interspeech, 2868-2872, 2022
82022
Privacy-preserving speech processing via STPC and TEEs
SP Bayerl, F Brasser, C Busch, T Frassetto, P Jauernig, J Kolberg, ...
PPML, 2019
52019
Detecting vocal fatigue with neural embeddings
SP Bayerl, D Wagner, I Baumann, K Riedhammer, T Bocklet
arXiv preprint arXiv:2204.03428, 2022
42022
The phonetic footprint of covid-19?
P Klumpp, T Bocklet, T Arias-Vergara, JC Vásquez-Correa, ...
Interspeech, 441-445, 2021
42021
Detecting emotion carriers by combining acoustic and lexical representations
SP Bayerl, A Tammewar, K Riedhammer, G Riccardi
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 31-38, 2021
32021
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease.
JC Vásquez-Correa, T Arias-Vergara, P Klumpp, M Strauss, A Küderle, ...
INTERSPEECH, 964-965, 2019
32019
A comparison of hybrid and end-to-end models for syllable recognition
SP Bayerl, K Riedhammer
Text, Speech, and Dialogue: 22nd International Conference, TSD 2019 …, 2019
32019
The Influence of Dataset Partitioning on Dysfluency Detection Systems
SP Bayerl, D Wagner, E Nöth, T Bocklet, K Riedhammer
International Conference on Text, Speech, and Dialogue, 423 - 436, 2022
22022
Going Beyond the Cookie Theft Picture Test: Detecting Cognitive Impairments Using Acoustic Features
F Braun, A Erzigkeit, H Lehfeld, T Hillemacher, K Riedhammer, SP Bayerl
International Conference on Text, Speech, and Dialogue, 437-448, 2022
12022
Recurrence Plot Spacial Pyramid Pooling Network for Appliance Identification in Non-Intrusive Load Monitoring
M Wenninger, SP Bayerl, A Maier, J Schmidt
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
12021
Generative Models for Improved Naturalness, Intelligibility, and Voicing of Whispered Speech
D Wagner, SP Bayerl, HAC Maruri, T Bocklet
2022 IEEE Spoken Language Technology Workshop (SLT), 943-948, 2023
2023
Speaker Adaptation for End-To-End Speech Recognition Systems in Noisy Environments
D Wagner, I Baumann, SP Bayerl, K Riedhammer, T Bocklet
arXiv preprint arXiv:2211.08774, 2022
2022
An Acoustical Machine Learning Approach to Determine Abrasive Belt Wear of Wide Belt Sanders
M Bundscherer, TH Schmitt, S Bayerl, T Auerbach, T Bocklet
2022 IEEE Sensors, 1-4, 2022
2022
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